{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Setup python session and notebook\n",
    "\n",
    "We start with importing what we will need. Note here that we want to have matplotlib to do the plot in our notebook! That means we are free to zoom and navigate in the plot even after plotting. Check out different possiblities on your own, please."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import numpy as np\n",
    "import pencil as pc\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Get simulation as object\n",
    "\n",
    "We will use the sample in 'pencil-code/python/tutorials/sample_simulations/2d_streaming_instability' in this notebook. So lets start by reading that simulation in as a simulation object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "SIM = pc.get_sim('../sample_simulations/2d_streaming_instability/')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Build the simulation\n",
    "\n",
    "If you havent used this sample before, you may get a warning here that there is no param.nml. Indicating us that the simulation has not been run yet and most functionallity is not given to work so far, of course.\n",
    "\n",
    "We probaply need to compile this simulation first, make a data dir and run it. We can do that directly from here! \n",
    "\n",
    "Note: If you want to hide the output after the compilation was done, select that output cell and press O."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files will be linked to the root code directory '/home/iomsn/pencil-code'.\n",
      "Linking job submission/execution scripts.\n",
      "Linked root Makefile.\n",
      "Linking files in '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src'.\n",
      "No such file: /home/iomsn/pencil-code/src/Makefile.machine\n",
      "No such file: /home/iomsn/pencil-code/src/.cvsignore\n",
      "Linking files in '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src/pre_and_post_processing'.\n",
      "Linking files in '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src/magnetic'.\n",
      "Rebuilding Makefile from Makefile.src.\n",
      "(cd src; make FROM_PARENT=src/ -f Makefile.src cleann)\n",
      "make[1]: Entering directory '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src'\n",
      "Compiler: gfortran\n",
      "GCC version: 7\n",
      "rm -f *.o *.a *.mod\n",
      "rm -f experimental/*.o experimental/*.mod\n",
      "rm -f initial_condition/*.o initial_condition/*.mod\n",
      "rm -f magnetic/*.o magnetic/*.mod\n",
      "rm -f pre_and_post_processing/*.o\n",
      "rm -f special/*.o special/*.mod\n",
      "rm -f test_methods/*.o test_methods/*.mod\n",
      "rm -f *.x *.d cparam*.inc* pencil_init.inc file_io_common.inc *.il *.so\n",
      "rm -f pre_and_post_processing/*.x\n",
      "rm -f .current-precision\n",
      "rm -f *.dot *.ps  # Dependency diagram files\n",
      "rm -f work.pc work.pcl .build* .moduleinfo\n",
      "rm -f .sentinel astaroth/PC_modulesources.h astaroth/PC_moduleflags.h  # for GPU\n",
      "printf \"# %s\\n\" \"Empty\" \"(This file was written by 'make')\" > Makefile.inc\n",
      "printf \"# %s\\n\" \"Empty\" \"(This file was written by 'make')\" > Makefile-standard.inc\n",
      "rm -f Makefile src/Makefile Makefile_inc TAGS  *mpicomm_.f90 mpicomm_double*.f90\n",
      "rm -rf semiauto-conf_tmp f90_qnd_log_dir\n",
      "rm -f *.inc && touch Makefile.inc Makefile-standard.inc\n",
      "make  -f Makefile.src Makefile\n",
      "make[2]: Entering directory '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src'\n",
      "Compiler: gfortran\n",
      "GCC version: 7\n",
      "scripts/check-mkfile Makefile.local Makefile.src\n",
      "env ADAPT_MKFILE= scripts/adapt-mkfile Makefile.src Makefile\n",
      "make[2]: Leaving directory '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src'\n",
      "make[1]: Leaving directory '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src'\n",
      "MAKING src/Makefile.inc\n",
      "touch src/.build-history\n",
      "echo iomsn\"@\"`hostname` \"(\"`date`\")\" >> src/.build-history\n",
      "( cd src && \\\n",
      "  echo \"===== \" make FROM_PARENT=src/ -f Makefile.src code \"=====\"; \\\n",
      "  make FROM_PARENT=src/ -f Makefile.src default_to_be \\\n",
      ")\n",
      "=====  make FROM_PARENT=src/ -f Makefile.src code =====\n",
      "make[1]: Entering directory '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src'\n",
      "Compiler: gfortran\n",
      "GCC version: 7\n",
      "scripts/mkcparam -b noborder_profiles.f90 nochemistry.f90 nochiral.f90 nocosmicray.f90 nocosmicrayflux.f90 density.f90 deriv.f90 nodetonate.f90 nodustdensity.f90 nodustvelocity.f90 noentropy.f90 eos_idealgas.f90 nofixed_point.f90 noforcing.f90 nogravity.f90 nogpu.f90 grid.f90 noheatflux.f90 hydro.f90 nohyperresi_strict.f90 nohypervisc_strict.f90 noimplicit_diffusion.f90 noimplicit_physics.f90 noinitial_condition.f90 nointerstellar.f90 nolorenz_gauge.f90 nomagnetic.f90 magnetic/nomeanfield.f90 magnetic/nomeanfield_demfdt.f90 noneutraldensity.f90 noneutralvelocity.f90 noNSCBC.f90 noopacity.f90 particles_dust.f90 noparticles_adaptation.f90 noparticles_coagulation.f90 noparticles_condensation.f90  noparticles_collisions.f90 particles_map.f90 noparticles_density.f90  noparticles_mass.f90 noparticles_number.f90 noparticles_radius.f90 noparticles_potential.f90 noparticles_grad.f90 noparticles_selfgravity.f90 noparticles_sink.f90 noparticles_drag.f90 noparticles_spin.f90 noparticles_stalker.f90 noparticles_lyapunov.f90 noparticles_caustics.f90 noparticles_tetrad.f90 noparticles_stirring.f90 noparticles_diagnos_dv.f90 noparticles_diagnos_state.f90 noparticles_persistence.f90 noparticles_temperature.f90 noparticles_adsorbed.f90 noparticles_surfspec.f90 noparticles_chemistry.f90 nopointmasses.f90 nopoisson.f90 nopolymer.f90 power_spectrum.f90 nopscalar.f90 noradiation.f90 noselfgravity.f90 shear.f90 shock_highorder.f90 nosignal_handling.f90 nosolid_cells.f90 nospecial.f90 noascalar.f90 nostreamlines.f90  notestfield.f90 notestflow.f90 notestscalar.f90 viscosity.f90 cparam.local\n",
      "${PENCIL_HOME}/utils/pc_identify_revision --reset\n",
      "make -f Makefile.src  start.o run.o start.x run.x\n",
      "make[2]: Entering directory '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src'\n",
      "Compiler: gfortran\n",
      "GCC version: 7\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8   -std=f95 -o cparam.o -c cparam.f90\n",
      "mpicc -DFUNDERSC=1 -DDOUBLE_PRECISION   -o syscalls_ansi.o -c syscalls_ansi.c\n",
      "sed -e 's/REAL/DOUBLE_PRECISION/g' -e 's/MPI_COMPLEX/MPI_DOUBLE_COMPLEX/g' mpicomm.f90 > mpicomm_double.f90\n",
      "scripts/mkdummyinc -d file_io_common.f90 -s file_io_f95.f90 -o file_io_common.inc\n",
      "mpif90   -O -fdefault-real-8 -fdefault-double-8 -c geometrical_types.f90 -o geometrical_types.o\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8      -o fftpack.o -c fftpack.f90\n",
      "mpicc -DFUNDERSC=1 -DDOUBLE_PRECISION   -o nogsl.o -c nogsl.c\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o cdata.o -c cdata.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95  -o syscalls.o -c syscalls.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o particles_cdata.o -c particles_cdata.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o general.o -c general.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noyinyang.o -c noyinyang.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o slices_methods.o -c slices_methods.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noweno_transport.o -c noweno_transport.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8     -o mpicomm_double.o -c mpicomm_double.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o messages.o -c messages.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o ghost_check.o -c ghost_check.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nogpu.o -c nogpu.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nosolid_cells_mpicomm.o -c nosolid_cells_mpicomm.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o deriv.o -c deriv.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -o file_io_f95.o -c file_io_f95.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noyinyang_mpi.o -c noyinyang_mpi.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o shared_variables.o -c shared_variables.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o debug_io_dist.o -c debug_io_dist.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noimplicit_diffusion.o -c noimplicit_diffusion.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_kmeans.o -c noparticles_kmeans.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nohdf5_io.o -c nohdf5_io.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o farray.o -c farray.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -o io_dist.o -c io_dist.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o sub.o -c sub.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o diagnostics.o -c diagnostics.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o fourier_fftpack.o -c fourier_fftpack.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noborder_profiles.o -c noborder_profiles.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o grid.o -c grid.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nolorenz_gauge.o -c nolorenz_gauge.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_stirring.o -c noparticles_stirring.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nodebug.o -c nodebug.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nostreamlines.o -c nostreamlines.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nosignal_handling.o -c nosignal_handling.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nofixed_point.o -c nofixed_point.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o density_methods.o -c density_methods.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nogravity.o -c nogravity.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noinitial_condition.o -c noinitial_condition.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nospecial.o -c nospecial.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o magnetic/nomeanfield_demfdt.o -c magnetic/nomeanfield_demfdt.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noopacity.o -c noopacity.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8     -o particles_mpicomm.o -c particles_mpicomm.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -o nostruct_func.o -c nostruct_func.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o notimeavg.o -c notimeavg.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o magnetic/nomeanfield.o -c magnetic/nomeanfield.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o eos_idealgas.o -c eos_idealgas.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o shear.o -c shear.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nopoisson.o -c nopoisson.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nohyperresi_strict.o -c nohyperresi_strict.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nohypervisc_strict.o -c nohypervisc_strict.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o ghostfold_mpicomm_double.o -c ghostfold_mpicomm_double.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o initcond.o -c initcond.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o boundcond.o -c boundcond.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nointerstellar.o -c nointerstellar.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noheatflux.o -c noheatflux.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o particles_sub.o -c particles_sub.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_number.o -c noparticles_number.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_density.o -c noparticles_density.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_diagnos_state.o -c noparticles_diagnos_state.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_grad.o -c noparticles_grad.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nodetonate.o -c nodetonate.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o viscosity.o -c viscosity.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noimplicit_physics.o -c noimplicit_physics.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o filter.o -c filter.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nochemistry.o -c nochemistry.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nochiral.o -c nochiral.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nocosmicray.o -c nocosmicray.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o density.o -c density.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nopscalar.o -c nopscalar.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noneutraldensity.o -c noneutraldensity.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noascalar.o -c noascalar.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nopolymer.o -c nopolymer.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noradiation.o -c noradiation.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noneutralvelocity.o -c noneutralvelocity.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o power_spectrum.o -c power_spectrum.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nocosmicrayflux.o -c nocosmicrayflux.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_chemistry.o -c noparticles_chemistry.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nolsode_for_chemistry.o -c nolsode_for_chemistry.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noNSCBC.o -c noNSCBC.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_radius.o -c noparticles_radius.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_mass.o -c noparticles_mass.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_adsorbed.o -c noparticles_adsorbed.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_potential.o -c noparticles_potential.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_surfspec.o -c noparticles_surfspec.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_spin.o -c noparticles_spin.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noforcing.o -c noforcing.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nodustvelocity.o -c nodustvelocity.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noentropy.o -c noentropy.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nomagnetic.o -c nomagnetic.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nosolid_cells.o -c nosolid_cells.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o shock_highorder.o -c shock_highorder.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o hydro.o -c hydro.f90\n",
      "ar r magnetic.a nomagnetic.o magnetic/nomeanfield.o magnetic/nomeanfield_demfdt.o\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o particles_map.o -c particles_map.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nodustdensity.o -c nodustdensity.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_drag.o -c noparticles_drag.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_temperature.o -c noparticles_temperature.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_collisions.o -c noparticles_collisions.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_condensation.o -c noparticles_condensation.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_diagnos_dv.o -c noparticles_diagnos_dv.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_persistence.o -c noparticles_persistence.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_adaptation.o -c noparticles_adaptation.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_coagulation.o -c noparticles_coagulation.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_selfgravity.o -c noparticles_selfgravity.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_sink.o -c noparticles_sink.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_stalker.o -c noparticles_stalker.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_lyapunov.o -c noparticles_lyapunov.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_caustics.o -c noparticles_caustics.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noparticles_tetrad.o -c noparticles_tetrad.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o notestfield.o -c notestfield.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o notestflow.o -c notestflow.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o notestscalar.o -c notestscalar.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o persist.o -c persist.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o particles_dust.o -c particles_dust.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o particles_main.o -c particles_main.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o nopointmasses.o -c nopointmasses.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o noselfgravity.o -c noselfgravity.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o snapshot.o -c snapshot.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o slices.o -c slices.f90\n",
      "ar r particles_main.a particles_dust.o noparticles_adaptation.o noparticles_caustics.o noparticles_tetrad.o particles_cdata.o noparticles_coagulation.o noparticles_condensation.o noparticles_collisions.o noparticles_kmeans.o particles_main.o particles_map.o noparticles_density.o particles_mpicomm.o noparticles_number.o particles_dust.o noparticles_potential.o noparticles_radius.o noparticles_grad.o noparticles_selfgravity.o noparticles_sink.o noparticles_spin.o noparticles_temperature.o noparticles_mass.o noparticles_chemistry.o noparticles_adsorbed.o noparticles_surfspec.o noparticles_stalker.o noparticles_lyapunov.o noparticles_stirring.o particles_sub.o noparticles_diagnos_dv.o noparticles_diagnos_state.o noparticles_drag.o\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o equ.o -c equ.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o timestep.o -c timestep.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o pencil_check.o -c pencil_check.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o notestperturb.o -c notestperturb.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -o param_io.o -c param_io.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o register.o -c register.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o start.o -c start.f90\n",
      "mpif90 -O -fdefault-real-8 -fdefault-double-8    -std=f95 -o run.o -c run.f90\n",
      "mpif90 nochemistry.o nochiral.o nocosmicray.o nocosmicrayflux.o density.o density_methods.o nodetonate.o nodustdensity.o nodustvelocity.o noentropy.o eos_idealgas.o noforcing.o nogravity.o noheatflux.o hydro.o nohyperresi_strict.o nohypervisc_strict.o noimplicit_physics.o nointerstellar.o nolorenz_gauge.o noneutraldensity.o noneutralvelocity.o noopacity.o nopointmasses.o nopoisson.o nopolymer.o nopscalar.o noradiation.o noselfgravity.o shear.o shock_highorder.o nospecial.o noascalar.o  notestfield.o notestflow.o notestscalar.o viscosity.o noborder_profiles.o boundcond.o cdata.o cparam.o nodebug.o debug_io_dist.o deriv.o diagnostics.o farray.o filter.o nofixed_point.o fourier_fftpack.o general.o geometrical_types.o ghost_check.o ghostfold_mpicomm_double.o grid.o nogsl.o noimplicit_diffusion.o initcond.o noinitial_condition.o nohdf5_io.o   io_dist.o file_io_f95.o nolsode_for_chemistry.o messages.o mpicomm_double.o noNSCBC.o param_io.o persist.o power_spectrum.o register.o shared_variables.o nosignal_handling.o slices.o slices_methods.o snapshot.o nosolid_cells_mpicomm.o nosolid_cells.o nostreamlines.o nostruct_func.o sub.o syscalls.o syscalls_ansi.o notestperturb.o notimeavg.o noweno_transport.o noyinyang.o noyinyang_mpi.o magnetic.a particles_main.a nogpu.o start.o -ldl   fftpack.o  -o start.x\n",
      "mpif90 nochemistry.o nochiral.o nocosmicray.o nocosmicrayflux.o density.o density_methods.o nodetonate.o nodustdensity.o nodustvelocity.o noentropy.o eos_idealgas.o noforcing.o nogravity.o noheatflux.o hydro.o nohyperresi_strict.o nohypervisc_strict.o noimplicit_physics.o nointerstellar.o nolorenz_gauge.o noneutraldensity.o noneutralvelocity.o noopacity.o nopointmasses.o nopoisson.o nopolymer.o nopscalar.o noradiation.o noselfgravity.o shear.o shock_highorder.o nospecial.o noascalar.o  notestfield.o notestflow.o notestscalar.o viscosity.o noborder_profiles.o boundcond.o cdata.o cparam.o nodebug.o debug_io_dist.o deriv.o diagnostics.o farray.o filter.o nofixed_point.o fourier_fftpack.o general.o geometrical_types.o ghost_check.o ghostfold_mpicomm_double.o grid.o nogsl.o noimplicit_diffusion.o initcond.o noinitial_condition.o nohdf5_io.o   io_dist.o file_io_f95.o nolsode_for_chemistry.o messages.o mpicomm_double.o noNSCBC.o param_io.o persist.o power_spectrum.o register.o shared_variables.o nosignal_handling.o slices.o slices_methods.o snapshot.o nosolid_cells_mpicomm.o nosolid_cells.o nostreamlines.o nostruct_func.o sub.o syscalls.o syscalls_ansi.o notestperturb.o notimeavg.o noweno_transport.o noyinyang.o noyinyang_mpi.o magnetic.a particles_main.a nogpu.o  timestep.o equ.o pencil_check.o run.o -ldl    fftpack.o   -o run.x\n",
      "make[2]: Leaving directory '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src'\n",
      "${PENCIL_HOME}/utils/pc_identify_revision\n",
      "make[1]: Leaving directory '/home/iomsn/pencil-code/python/tutorials/sample_simulations/2d_streaming_instability/src'\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Found config file </home/iomsn/pencil-code/config/compilers/GNU-GCC_MPI.conf>\n",
      "Found config file </home/iomsn/pencil-code/config/compilers/GNU-GCC_MPI.conf>\n",
      "Running make '-j' 'FFLAGS_DOUBLE=-fdefault-real-8 -fdefault-double-8' 'CFLAGS_DOUBLE=-DDOUBLE_PRECISION' 'LD_MPI=' 'CFLAGS_FFTW3=' 'FFLAGS_FFTW3=' 'LD_FFTW3=' 'CFLAGS_FFTW2=' 'FFLAGS_FFTW2=' 'LD_FFTW2=' 'FC=mpif90' 'F77=mpif77' 'FFLAGS=-O' 'LDFLAGS_HELPER=-dynamic' 'FSTD_95=-std=f95' 'FSTD_2003=-std=f2003' 'CC=mpicc' 'CFLAGS=-DFUNDERSC=1' 'default_to_be'\n",
      "precision-check: No such file src/.current-precision -- creating new one at ./src/scripts/precision-check line 36.\n",
      "cparam_pencils.inc:429:0:\n",
      "\n",
      "    , 'np_rad          ', 'npvz            ', 'npvz2           ', 'npuz            '  &\n",
      " \n",
      "Warning: Limit of 39 continuations exceeded in statement at (1)\n",
      "fftpack.f90:154:66:\n",
      "\n",
      "         call passb4 ( 2*ido, l1, c, ch, wa(iw), wa(ix2), wa(ix3) )\n",
      "                                                                  1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:156:66:\n",
      "\n",
      "         call passb4 ( 2*ido, l1, ch, c, wa(iw), wa(ix2), wa(ix3) )\n",
      "                                                                  1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:164:48:\n",
      "\n",
      "         call passb2 ( 2*ido, l1, c, ch, wa(iw) )\n",
      "                                                1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:166:48:\n",
      "\n",
      "         call passb2 ( 2*ido, l1, ch, c, wa(iw) )\n",
      "                                                1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:176:57:\n",
      "\n",
      "         call passb3 ( 2*ido, l1, c, ch, wa(iw), wa(ix2) )\n",
      "                                                         1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:178:57:\n",
      "\n",
      "         call passb3 ( 2*ido, l1, ch, c, wa(iw), wa(ix2) )\n",
      "                                                         1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:190:75:\n",
      "\n",
      "         call passb5 ( 2*ido, l1, c, ch, wa(iw), wa(ix2), wa(ix3), wa(ix4) )\n",
      "                                                                           1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:192:75:\n",
      "\n",
      "         call passb5 ( 2*ido, l1, ch, c, wa(iw), wa(ix2), wa(ix3), wa(ix4) )\n",
      "                                                                           1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:200:72:\n",
      "\n",
      "         call passb ( nac, 2*ido, ip, l1, idl1, c, c, c, ch, ch, wa(iw) )\n",
      "                                                                        1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:202:73:\n",
      "\n",
      "         call passb ( nac, 2*ido, ip, l1, idl1, ch, ch, ch, c, c, wa(iw) )\n",
      "                                                                         1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:76:60:\n",
      "\n",
      "   call cfftb1 ( n, c, wsave(1), wsave(2*n+1), wsave(4*n+1) )\n",
      "                                                            1\n",
      "Warning: Type mismatch in argument ‘ch’ at (1); passed REAL(8) to COMPLEX(8) [-Wargument-mismatch]\n",
      "fftpack.f90:447:66:\n",
      "\n",
      "         call passf4 ( 2*ido, l1, c, ch, wa(iw), wa(ix2), wa(ix3) )\n",
      "                                                                  1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:449:66:\n",
      "\n",
      "         call passf4 ( 2*ido, l1, ch, c, wa(iw), wa(ix2), wa(ix3) )\n",
      "                                                                  1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:457:48:\n",
      "\n",
      "         call passf2 ( 2*ido, l1, c, ch, wa(iw) )\n",
      "                                                1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:459:48:\n",
      "\n",
      "         call passf2 ( 2*ido, l1, ch, c, wa(iw) )\n",
      "                                                1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:469:57:\n",
      "\n",
      "         call passf3 ( 2*ido, l1, c, ch, wa(iw), wa(ix2) )\n",
      "                                                         1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:471:57:\n",
      "\n",
      "         call passf3 ( 2*ido, l1, ch, c, wa(iw), wa(ix2) )\n",
      "                                                         1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:483:75:\n",
      "\n",
      "         call passf5 ( 2*ido, l1, c, ch, wa(iw), wa(ix2), wa(ix3), wa(ix4) )\n",
      "                                                                           1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:485:75:\n",
      "\n",
      "         call passf5 ( 2*ido, l1, ch, c, wa(iw), wa(ix2), wa(ix3), wa(ix4) )\n",
      "                                                                           1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:493:72:\n",
      "\n",
      "         call passf ( nac, 2*ido, ip, l1, idl1, c, c, c, ch, ch, wa(iw) )\n",
      "                                                                        1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:495:73:\n",
      "\n",
      "         call passf ( nac, 2*ido, ip, l1, idl1, ch, ch, ch, c, c, wa(iw) )\n",
      "                                                                         1\n",
      "Warning: Type mismatch in argument ‘cc’ at (1); passed COMPLEX(8) to REAL(8) [-Wargument-mismatch]\n",
      "fftpack.f90:370:60:\n",
      "\n",
      "   call cfftf1 ( n, c, wsave(1), wsave(2*n+1), wsave(4*n+1) )\n",
      "                                                            1\n",
      "Warning: Type mismatch in argument ‘ch’ at (1); passed REAL(8) to COMPLEX(8) [-Wargument-mismatch]\n",
      "fftpack.f90:645:47:\n",
      "\n",
      "   call cffti1 ( n, wsave(2*n+1), wsave(4*n+1) )\n",
      "                                               1\n",
      "Warning: Type mismatch in argument ‘ifac’ at (1); passed REAL(8) to INTEGER(4) [-Wargument-mismatch]\n",
      "fftpack.f90:6575:58:\n",
      "\n",
      "   call rfftb1 ( n, r, wsave(1), wsave(n+1), wsave(2*n+1) )\n",
      "                                                          1\n",
      "Warning: Type mismatch in argument ‘ifac’ at (1); passed REAL(8) to INTEGER(4) [-Wargument-mismatch]\n",
      "fftpack.f90:6802:58:\n",
      "\n",
      "   call rfftf1 ( n, r, wsave(1), wsave(n+1), wsave(2*n+1) )\n",
      "                                                          1\n",
      "Warning: Type mismatch in argument ‘ifac’ at (1); passed REAL(8) to INTEGER(4) [-Wargument-mismatch]\n",
      "fftpack.f90:6999:45:\n",
      "\n",
      "   call rffti1 ( n, wsave(n+1), wsave(2*n+1) )\n",
      "                                             1\n",
      "Warning: Type mismatch in argument ‘ifac’ at (1); passed REAL(8) to INTEGER(4) [-Wargument-mismatch]\n",
      "fftpack.f90:2248:58:\n",
      "\n",
      "   call dfftf1 ( n, r, wsave(1), wsave(n+1), wsave(2*n+1) )\n",
      "                                                          1\n",
      "Warning: Type mismatch in argument ‘ifac’ at (1); passed REAL(8) to INTEGER(4) [-Wargument-mismatch]\n",
      "fftpack.f90:2445:45:\n",
      "\n",
      "   call dffti1 ( n, wsave(n+1), wsave(2*n+1) )\n",
      "                                             1\n",
      "Warning: Type mismatch in argument ‘ifac’ at (1); passed REAL(8) to INTEGER(4) [-Wargument-mismatch]\n",
      "fftpack.f90:2680:68:\n",
      "\n",
      "   call dsint1 ( n, x, wsave(1), wsave(iw1), wsave(iw2), wsave(iw3) )\n",
      "                                                                    1\n",
      "Warning: Type mismatch in argument ‘ifac’ at (1); passed REAL(8) to INTEGER(4) [-Wargument-mismatch]\n",
      "fftpack.f90:3357:48:\n",
      "\n",
      "   call ezffti1 ( n, wsave(2*n+1), wsave(3*n+1) )\n",
      "                                                1\n",
      "Warning: Type mismatch in argument ‘ifac’ at (1); passed REAL(8) to INTEGER(4) [-Wargument-mismatch]\n",
      "fftpack.f90:8147:68:\n",
      "\n",
      "   call rsint1 ( n, x, wsave(1), wsave(iw1), wsave(iw2), wsave(iw3) )\n",
      "                                                                    1\n",
      "Warning: Type mismatch in argument ‘ifac’ at (1); passed REAL(8) to INTEGER(4) [-Wargument-mismatch]\n",
      "power_spectrum.f90:3348:22:\n",
      "\n",
      "              spectrum(1)=(bbtemp(1)*bbtemp(1))&\n",
      "                      1\n",
      "Warning: Array reference at (1) is out of bounds (1 > 0) in dimension 1\n",
      "power_spectrum.f90:3350:25:\n",
      "\n",
      "              spectrumhel(1)=(aatemp(1)*bbtemp(1))&\n",
      "                         1\n",
      "Warning: Array reference at (1) is out of bounds (1 > 0) in dimension 1\n",
      "power_spectrum.f90:3362:25:\n",
      "\n",
      "              spectrumhel(nzgrid/2)=(aatemp(nzgrid)*bbtemp(nzgrid))&\n",
      "                         1\n",
      "Warning: Array reference at (1) is out of bounds (0 < 1) in dimension 1\n",
      "power_spectrum.f90:3364:22:\n",
      "\n",
      "              spectrum(nzgrid/2)=(bbtemp(nzgrid)*bbtemp(nzgrid))&\n",
      "                      1\n",
      "Warning: Array reference at (1) is out of bounds (0 < 1) in dimension 1\n",
      "power_spectrum.f90:3184:23:\n",
      "\n",
      "               spectrum(1)=(aatemp(1)**2)&\n",
      "                       1\n",
      "Warning: Array reference at (1) is out of bounds (1 > 0) in dimension 1\n",
      "power_spectrum.f90:3192:23:\n",
      "\n",
      "               spectrum(nzgrid/2)=(aatemp(nzgrid)**2)&\n",
      "                       1\n",
      "Warning: Array reference at (1) is out of bounds (0 < 1) in dimension 1\n",
      "ar: creating magnetic.a\n",
      "particles_dust.f90:229:0:\n",
      "\n",
      "       xp3, yp3, zp3, vpx3, vpy3, vpz3, lsinkparticle_1, rsinkparticle_1, &\n",
      " \n",
      "Warning: Limit of 39 continuations exceeded in statement at (1)\n",
      "particles_dust.f90:280:0:\n",
      "\n",
      "       rpbeta_species, rpbeta, gab_width, initxxp, initvvp, &\n",
      " \n",
      "Warning: Limit of 39 continuations exceeded in statement at (1)\n",
      "ar: creating particles_main.a\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ../sample_simulations/2d_streaming_instability/\n",
    "pc_build --cleanall\n",
    "pc_build"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Make data dir and run\n",
    "\n",
    "Simlation should now be compiled. We need a datadirectory now and are ready to run!\n",
    "\n",
    "Note: If you want to hide the output after the compilation was done, select that output cell and press O."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "hostname = G5\n",
      "MPI run\n",
      "1 CPU\n",
      "1 node, 1 CPU per node\n",
      "lparticles = 1\n",
      "lpointmasses = 0\n",
      "Revision: 92f3d802b4cf6e97f5b8f2367a31339b513a38d9\n",
      "D  python/tutorials/5xxx/5001_How_to_parameterstudy.ipynb\n",
      "Thu Nov 26 16:14:56 2020\n",
      "Running under MPI\n",
      "Running 'env MODULE_PREFIX=__ MODULE_INFIX=_MOD_ MODULE_SUFFIX= /usr/bin/time -p mpiexec -n 1 ./src/start.x'...\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: start.in           v. 9840    (2008-09-05 07:29:37) ajohan\n",
      " initialize_mpicomm: enabled MPI\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: particles_dust.f90 v. 1.1     (2018/08/24 15:48:10) wlyra\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      " nxgrid, nygrid, nzgrid=          16          16           1\n",
      " WARNING: uu, cs, csm diagnostic(s) in print.in not defined!\n",
      " WARNING: nmx diagnostic(s) in yzaver.in not defined!\n",
      " WARNING: nmy diagnostic(s) in xzaver.in not defined!\n",
      " WARNING: nmz diagnostic(s) in xyaver.in not defined!\n",
      " WARNING: nmxy diagnostic(s) in zaver.in not defined!\n",
      " WARNING: nmxz, npmxz diagnostic(s) in yaver.in not defined!\n",
      " units_general: unit_velocity=   1.0000000000000000     \n",
      " units_general: unit_density=   1.0000000000000000     \n",
      " units_general: unit_length=   1.0000000000000000     \n",
      " units_general: unit_magnetic=   3.5449077018110318     \n",
      " units_eos: unit_temperature=   1.2027220936797545E-008\n",
      " units_eos: cp, lnTT0, cs0, pp0, Rgas=   1.0000000000000000        0.0000000000000000E+000   1.0000000000000000        1.0000000000000000        1.0000000000000000     \n",
      " diffusion: nothing (i.e. no mass diffusion)\n",
      " select_eos_variable: Using rho and cs2\n",
      " initialize_energy: Global density gradient with beta_glnrho_global= -0.10000000000000001        0.0000000000000000E+000   0.0000000000000000E+000\n",
      " init_uu: zero velocity\n",
      " init_lnrho: initlnrho(1) = const_rho\n",
      " init_lnrho: cs2bot,cs2top=   1.0000000000000000        1.0000000000000000     \n",
      " dist_particles_evenly_procs: npar_loc_array     =        2560\n",
      " dist_particles_evenly_procs: ipar1 =           1\n",
      " dist_particles_evenly_procs: ipar2 =        2560\n",
      " initialize_particles: dust-to-gas ratio eps_dtog=   1.0000000000000000     \n",
      " initialize_particles: mass per constituent particle mpmat=   0.0000000000000000E+000\n",
      " initialize_particles: mass per superparticle mp_swarm =   3.9062500000000009E-006\n",
      " initialize_particles: number density per superparticle np_swarm=   0.0000000000000000E+000\n",
      " initialize_particles: mass density per superparticle rhop_swarm=  0.10000000000000001     \n",
      " initialize_particles_map: particle_mesh = tsc\n",
      " init_particles: Random particle positions\n",
      " init_particles: drag equilibrium\n",
      " init_particles: beta_glnrho_global= -0.10000000000000001        0.0000000000000000E+000   0.0000000000000000E+000\n",
      " init_particles: average dust-to-gas ratio=   0.0000000000000000E+000\n",
      "\n",
      " start.x has completed successfully\n",
      "\n",
      "\n",
      "Thu Nov 26 16:14:59 2020\n",
      "Revision: 92f3d802b4cf6e97f5b8f2367a31339b513a38d9\n",
      "D  python/tutorials/5xxx/5001_How_to_parameterstudy.ipynb\n",
      "Thu Nov 26 16:14:59 2020\n",
      "Running under MPI\n",
      "Running 'env MODULE_PREFIX=__ MODULE_INFIX=_MOD_ MODULE_SUFFIX= /usr/bin/time -p mpiexec -n 1 ./src/run.x'...\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: start.in           v. 9840    (2008-09-05 07:29:37) ajohan\n",
      "SVN: start.in           v. 9840    (2008-09-05 07:29:37) ajohan\n",
      " initialize_mpicomm: enabled MPI\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: particles_dust.f90 v. 1.1     (2018/08/24 15:48:10) wlyra\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      " The verbose level is ip=          14  (ldebug= F )\n",
      " This is a 2-D run\n",
      " nxgrid, nygrid, nzgrid=          16          16           1\n",
      " Lx, Ly, Lz=  0.10000000000000001       0.10000000000000001       0.10000000000000001     \n",
      "       Vbox=   1.0000000000000002E-002\n",
      " WARNING: uu, cs, csm diagnostic(s) in print.in not defined!\n",
      " WARNING: nmx diagnostic(s) in yzaver.in not defined!\n",
      " WARNING: nmy diagnostic(s) in xzaver.in not defined!\n",
      " WARNING: nmz diagnostic(s) in xyaver.in not defined!\n",
      " WARNING: nmxy diagnostic(s) in zaver.in not defined!\n",
      " WARNING: nmxz, npmxz diagnostic(s) in yaver.in not defined!\n",
      " setup_slices: slice_position = m\n",
      " setup_slices: ix_loc,iy_loc,iz_loc, (video files) = 11 11 4                                                                         \n",
      " units_general: unit_velocity=   1.0000000000000000     \n",
      " units_general: unit_density=   1.0000000000000000     \n",
      " units_general: unit_length=   1.0000000000000000     \n",
      " units_general: unit_magnetic=   3.5449077018110318     \n",
      " units_eos: unit_temperature=   1.2027220936797545E-008\n",
      " units_eos: cp, lnTT0, cs0, pp0, Rgas=   1.0000000000000000        0.0000000000000000E+000   1.0000000000000000        1.0000000000000000        1.0000000000000000     \n",
      " diffusion: (d^6/dx^6+d^6/dy^6+d^6/dz^6)rho\n",
      " diffusion: shock diffusion\n",
      "WARNING:  initialize_density: For diffusion energy/momentum correction should use lmassdiff_fix!\n",
      " select_eos_variable: Using rho and cs2\n",
      " initialize_energy: Global density gradient with beta_glnrho_global= -0.10000000000000001        0.0000000000000000E+000   0.0000000000000000E+000\n",
      " viscous force: nu*(del6u+S.glnrho)\n",
      " viscous force: nu_shock*(XXXXXXXXXXX)\n",
      " initialize_particles: dust-to-gas ratio eps_dtog=   1.0000000000000000     \n",
      " initialize_particles: mass per constituent particle mpmat=   0.0000000000000000E+000\n",
      " initialize_particles: mass per superparticle mp_swarm =   3.9062500000000009E-006\n",
      " initialize_particles: number density per superparticle np_swarm=   0.0000000000000000E+000\n",
      " initialize_particles: mass density per superparticle rhop_swarm=  0.10000000000000001     \n",
      " initialize particles: set minimum collisional time-scale equal to two times the Courant time-step.\n",
      " initialize_particles_map: selected triangular-shaped-cloud for particle-mesh method. \n",
      " pde: ENTER\n",
      "SVN: -------            v.         (                   ) $Id$\n",
      " duu_dt: SOLVE\n",
      "Bcs for         ux,  x: <     she>, y: <       p>,  z: <       p>\n",
      "Bcs for         uy,  x: <     she>, y: <       p>,  z: <       p>\n",
      "Bcs for         uz,  x: <     she>, y: <       p>,  z: <       p>\n",
      " coriolis_cartesian: add Coriolis force; Omega=   1.0000000000000000     \n",
      " duu_dt: max(advec_uu) =   4.8234963152932488     \n",
      " dlnrho_dt: SOLVE\n",
      "Bcs for      lnrho,  x: <     she>, y: <       p>,  z: <       p>\n",
      " dlnrho_dt: diffrho_shock=   1.0000000000000000     \n",
      " dlnrho_dt: diffrho_hyper3=   1.7000000000000000E-025\n",
      " dlnrho_dt: max(diffus_diffrho ) =   1.0203606095283471     \n",
      " dlnrho_dt: max(diffus_diffrho3) =   5.7042534399999947E-012\n",
      " denergy_dt: max(advec_cs2) =   51199.999999999985     \n",
      " denergy_dt: adding global pressure gradient force\n",
      " shearing: Sshear,Sshear1=  -1.5000000000000000       -1.5000000000000000     \n",
      " shearing: qshear,qshear0=   1.5000000000000000        0.0000000000000000E+000\n",
      " dvvp_dt_pencil: calculate dvvp_dt\n",
      " dvvp_dt_pencil: ldraglaw_purestokes= F\n",
      " dvvp_dt_pencil: adding feedback from dust to gas\n",
      " dvvp_dt: Add drag force; tausp=  0.10000000000000001     \n",
      " dxxp_dt: Calculate dxxp_dt\n",
      " dxxp_dt: Particles boundary condition bcpx=p      \n",
      " dxxp_dt: Particles boundary condition bcpy=p      \n",
      " dxxp_dt: Particles boundary condition bcpz=p      \n",
      " dxxp_dt: Set rate of change of particle position equal to particle velocity.\n",
      " dvvp_dt: Calculate dvvp_dt\n",
      " dvvp_dt: Add Coriolis force; Omega=   1.0000000000000000     \n",
      " dvvp_dt: Calculating gravity\n",
      " dvvp_dt: No gravity in x-direction.\n",
      " dvvp_dt: No gravity in z-direction.\n",
      " dvvp_dt: No radial gravity\n",
      "\n",
      " ---it-------t--------dt-----walltime-----umax--------uxm--------uym--------uzm-------ux2m-------uy2m-------uz2m-------uxuym-----ruxuym---------u2m------------um2---------urms-------ekin------ekintot-----rhom------rhomin-----rhomax-------npm-------npmin------npmax------rhopm-----rhopmin----rhopmax-----vpmax------vpxm-------vpym-------vpzm-------vpx2m------vpy2m------vpz2m------ekinp-----nparmax-----Mamax------Marms---\n",
      "      0     0.000 1.648E-03  0.000E+00  3.114E-02  2.477E-03 -2.523E-02  0.000E+00  6.135E-06  6.407E-04  0.000E+00 -6.248E-05 -6.248E-05    6.46824E-04    9.69658E-04  2.543E-02  3.234E-04  3.234E-06  1.000E+00  1.000E+00  1.000E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  6.141E-01  1.563E+00  3.110E-02 -2.445E-03 -2.461E-02  0.000E+00  6.138E-06  6.097E-04  0.000E+00  3.079E-04  2.560E+03  3.114E-02  2.543E-02\n",
      "     20     0.033 1.650E-03  3.824E-03  2.869E-02  2.493E-03 -2.515E-02  0.000E+00  7.314E-06  6.341E-04  0.000E+00 -6.289E-05 -6.289E-05    6.41450E-04    8.23012E-04  2.533E-02  3.207E-04  3.207E-06  1.000E+00  9.978E-01  1.003E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  6.062E-01  1.633E+00  2.982E-02 -2.450E-03 -2.469E-02  0.000E+00  6.158E-06  6.124E-04  0.000E+00  3.093E-04  2.560E+03  2.869E-02  2.533E-02\n",
      "     40     0.066 1.650E-03  5.992E-02  2.905E-02  2.509E-03 -2.510E-02  0.000E+00  7.152E-06  6.322E-04  0.000E+00 -6.322E-05 -6.322E-05    6.39368E-04    8.43973E-04  2.529E-02  3.197E-04  3.197E-06  1.000E+00  9.979E-01  1.002E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.907E-01  1.651E+00  2.901E-02 -2.456E-03 -2.474E-02  0.000E+00  6.192E-06  6.137E-04  0.000E+00  3.100E-04  2.560E+03  2.905E-02  2.529E-02\n",
      "     60     0.099 1.648E-03  1.169E-01  2.962E-02  2.523E-03 -2.508E-02  0.000E+00  7.270E-06  6.311E-04  0.000E+00 -6.367E-05 -6.367E-05    6.38345E-04    8.77611E-04  2.527E-02  3.192E-04  3.192E-06  1.000E+00  9.982E-01  1.002E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  6.394E-01  1.607E+00  2.852E-02 -2.460E-03 -2.476E-02  0.000E+00  6.219E-06  6.143E-04  0.000E+00  3.103E-04  2.560E+03  2.962E-02  2.527E-02\n",
      "     80     0.132 1.650E-03  1.729E-01  2.901E-02  2.537E-03 -2.507E-02  0.000E+00  7.113E-06  6.306E-04  0.000E+00 -6.398E-05 -6.398E-05    6.37707E-04    8.41773E-04  2.525E-02  3.189E-04  3.189E-06  1.000E+00  9.983E-01  1.002E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  6.060E-01  1.546E+00  2.817E-02 -2.463E-03 -2.477E-02  0.000E+00  6.254E-06  6.147E-04  0.000E+00  3.105E-04  2.560E+03  2.901E-02  2.525E-02\n",
      "    100     0.165 1.650E-03  2.306E-01  2.924E-02  2.549E-03 -2.506E-02  0.000E+00  7.374E-06  6.301E-04  0.000E+00 -6.442E-05 -6.442E-05    6.37468E-04    8.55190E-04  2.525E-02  3.187E-04  3.187E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  1.000E+00  2.200E+01  1.000E+00  5.831E-01  1.649E+00  2.791E-02 -2.465E-03 -2.478E-02  0.000E+00  6.276E-06  6.150E-04  0.000E+00  3.106E-04  2.560E+03  2.924E-02  2.525E-02\n",
      "    120     0.198 1.649E-03  2.875E-01  2.863E-02  2.563E-03 -2.506E-02  0.000E+00  7.465E-06  6.300E-04  0.000E+00 -6.479E-05 -6.479E-05    6.37493E-04    8.19716E-04  2.525E-02  3.187E-04  3.187E-06  1.000E+00  9.985E-01  1.001E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.905E-01  1.674E+00  2.763E-02 -2.468E-03 -2.478E-02  0.000E+00  6.311E-06  6.151E-04  0.000E+00  3.107E-04  2.560E+03  2.863E-02  2.525E-02\n",
      "    140     0.231 1.649E-03  3.439E-01  2.859E-02  2.574E-03 -2.506E-02  0.000E+00  7.736E-06  6.298E-04  0.000E+00 -6.512E-05 -6.512E-05    6.37541E-04    8.17369E-04  2.525E-02  3.188E-04  3.188E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  6.180E-01  1.635E+00  2.750E-02 -2.469E-03 -2.479E-02  0.000E+00  6.333E-06  6.152E-04  0.000E+00  3.108E-04  2.560E+03  2.859E-02  2.525E-02\n",
      "    160     0.264 1.648E-03  4.000E-01  2.879E-02  2.584E-03 -2.506E-02  0.000E+00  7.713E-06  6.300E-04  0.000E+00 -6.543E-05 -6.543E-05    6.37702E-04    8.28690E-04  2.525E-02  3.189E-04  3.189E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  5.908E-01  1.540E+00  2.746E-02 -2.469E-03 -2.479E-02  0.000E+00  6.347E-06  6.152E-04  0.000E+00  3.108E-04  2.560E+03  2.879E-02  2.525E-02\n",
      "    180     0.297 1.648E-03  4.571E-01  2.917E-02  2.595E-03 -2.506E-02  0.000E+00  7.802E-06  6.301E-04  0.000E+00 -6.574E-05 -6.574E-05    6.37856E-04    8.51117E-04  2.526E-02  3.189E-04  3.189E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  5.680E-01  1.652E+00  2.743E-02 -2.470E-03 -2.479E-02  0.000E+00  6.374E-06  6.153E-04  0.000E+00  3.109E-04  2.560E+03  2.917E-02  2.526E-02\n",
      "    200     0.330 1.648E-03  5.128E-01  2.890E-02  2.604E-03 -2.506E-02  0.000E+00  8.036E-06  6.300E-04  0.000E+00 -6.606E-05 -6.606E-05    6.38019E-04    8.35069E-04  2.526E-02  3.190E-04  3.190E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.587E-01  1.679E+00  2.746E-02 -2.470E-03 -2.479E-02  0.000E+00  6.391E-06  6.154E-04  0.000E+00  3.109E-04  2.560E+03  2.890E-02  2.526E-02\n",
      "    220     0.363 1.648E-03  5.686E-01  2.918E-02  2.615E-03 -2.506E-02  0.000E+00  8.183E-06  6.301E-04  0.000E+00 -6.627E-05 -6.627E-05    6.38281E-04    8.51727E-04  2.526E-02  3.191E-04  3.191E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  5.925E-01  1.639E+00  2.749E-02 -2.471E-03 -2.479E-02  0.000E+00  6.425E-06  6.155E-04  0.000E+00  3.110E-04  2.560E+03  2.918E-02  2.526E-02\n",
      "    240     0.396 1.648E-03  6.246E-01  2.933E-02  2.624E-03 -2.506E-02  0.000E+00  8.411E-06  6.302E-04  0.000E+00 -6.656E-05 -6.656E-05    6.38633E-04    8.60446E-04  2.527E-02  3.193E-04  3.193E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  5.533E-01  1.551E+00  2.752E-02 -2.470E-03 -2.479E-02  0.000E+00  6.444E-06  6.156E-04  0.000E+00  3.110E-04  2.560E+03  2.933E-02  2.527E-02\n",
      "    260     0.429 1.647E-03  6.813E-01  2.920E-02  2.634E-03 -2.506E-02  0.000E+00  8.560E-06  6.304E-04  0.000E+00 -6.683E-05 -6.683E-05    6.38931E-04    8.52911E-04  2.528E-02  3.195E-04  3.195E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  4.000E+00  2.000E+01  1.000E+00  6.232E-01  1.638E+00  2.757E-02 -2.471E-03 -2.480E-02  0.000E+00  6.477E-06  6.157E-04  0.000E+00  3.111E-04  2.560E+03  2.920E-02  2.528E-02\n",
      "    280     0.462 1.647E-03  7.368E-01  2.927E-02  2.643E-03 -2.506E-02  0.000E+00  8.822E-06  6.304E-04  0.000E+00 -6.716E-05 -6.716E-05    6.39244E-04    8.56578E-04  2.528E-02  3.196E-04  3.196E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.393E-01  1.666E+00  2.761E-02 -2.471E-03 -2.480E-02  0.000E+00  6.512E-06  6.158E-04  0.000E+00  3.112E-04  2.560E+03  2.927E-02  2.528E-02\n",
      "    300     0.495 1.647E-03  7.931E-01  2.959E-02  2.651E-03 -2.507E-02  0.000E+00  8.939E-06  6.307E-04  0.000E+00 -6.736E-05 -6.736E-05    6.39598E-04    8.75678E-04  2.529E-02  3.198E-04  3.198E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  5.523E-01  1.626E+00  2.769E-02 -2.470E-03 -2.480E-02  0.000E+00  6.536E-06  6.159E-04  0.000E+00  3.112E-04  2.560E+03  2.959E-02  2.529E-02\n",
      "    320     0.528 1.647E-03  8.490E-01  2.981E-02  2.659E-03 -2.507E-02  0.000E+00  9.228E-06  6.307E-04  0.000E+00 -6.759E-05 -6.759E-05    6.39936E-04    8.88627E-04  2.530E-02  3.200E-04  3.200E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  3.000E+00  1.800E+01  1.000E+00  5.458E-01  1.548E+00  2.779E-02 -2.469E-03 -2.480E-02  0.000E+00  6.568E-06  6.161E-04  0.000E+00  3.113E-04  2.560E+03  2.981E-02  2.530E-02\n",
      "    340     0.560 1.646E-03  9.054E-01  3.023E-02  2.667E-03 -2.507E-02  0.000E+00  9.362E-06  6.309E-04  0.000E+00 -6.780E-05 -6.780E-05    6.40296E-04    9.13668E-04  2.530E-02  3.201E-04  3.201E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  5.995E-01  1.600E+00  2.788E-02 -2.468E-03 -2.480E-02  0.000E+00  6.599E-06  6.162E-04  0.000E+00  3.114E-04  2.560E+03  3.023E-02  2.530E-02\n",
      "    360     0.593 1.646E-03  9.612E-01  3.011E-02  2.674E-03 -2.507E-02  0.000E+00  9.558E-06  6.311E-04  0.000E+00 -6.805E-05 -6.805E-05    6.40676E-04    9.06582E-04  2.531E-02  3.203E-04  3.203E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  2.000E+00  1.900E+01  1.000E+00  5.398E-01  1.633E+00  2.794E-02 -2.468E-03 -2.481E-02  0.000E+00  6.634E-06  6.164E-04  0.000E+00  3.115E-04  2.560E+03  3.011E-02  2.531E-02\n",
      "    380     0.626 1.646E-03  1.017E+00  3.016E-02  2.682E-03 -2.507E-02  0.000E+00  9.758E-06  6.313E-04  0.000E+00 -6.821E-05 -6.821E-05    6.41061E-04    9.09526E-04  2.532E-02  3.205E-04  3.205E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  5.872E-01  1.602E+00  2.800E-02 -2.467E-03 -2.481E-02  0.000E+00  6.673E-06  6.166E-04  0.000E+00  3.116E-04  2.560E+03  3.016E-02  2.532E-02\n",
      "    400     0.659 1.646E-03  1.073E+00  3.032E-02  2.689E-03 -2.507E-02  0.000E+00  1.001E-05  6.314E-04  0.000E+00 -6.837E-05 -6.837E-05    6.41446E-04    9.19602E-04  2.533E-02  3.207E-04  3.207E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.318E-01  1.532E+00  2.802E-02 -2.467E-03 -2.481E-02  0.000E+00  6.716E-06  6.168E-04  0.000E+00  3.117E-04  2.560E+03  3.032E-02  2.533E-02\n",
      "    420     0.692 1.645E-03  1.129E+00  3.051E-02  2.696E-03 -2.507E-02  0.000E+00  1.012E-05  6.318E-04  0.000E+00 -6.858E-05 -6.858E-05    6.41875E-04    9.30965E-04  2.534E-02  3.209E-04  3.209E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  1.000E+00  1.800E+01  1.000E+00  5.888E-01  1.539E+00  2.805E-02 -2.466E-03 -2.482E-02  0.000E+00  6.756E-06  6.169E-04  0.000E+00  3.118E-04  2.560E+03  3.051E-02  2.534E-02\n",
      "    440     0.725 1.646E-03  1.186E+00  3.031E-02  2.702E-03 -2.507E-02  0.000E+00  1.041E-05  6.319E-04  0.000E+00 -6.869E-05 -6.870E-05    6.42319E-04    9.18891E-04  2.534E-02  3.212E-04  3.212E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  1.800E+01  1.000E+00  5.389E-01  1.580E+00  2.812E-02 -2.465E-03 -2.482E-02  0.000E+00  6.796E-06  6.171E-04  0.000E+00  3.119E-04  2.560E+03  3.031E-02  2.534E-02\n",
      "    460     0.758 1.644E-03  1.241E+00  3.066E-02  2.708E-03 -2.507E-02  0.000E+00  1.057E-05  6.322E-04  0.000E+00 -6.884E-05 -6.884E-05    6.42736E-04    9.39739E-04  2.535E-02  3.214E-04  3.214E-06  1.000E+00  9.996E-01  1.001E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  6.395E-01  1.564E+00  2.820E-02 -2.464E-03 -2.482E-02  0.000E+00  6.844E-06  6.173E-04  0.000E+00  3.121E-04  2.560E+03  3.066E-02  2.535E-02\n",
      "    480     0.791 1.645E-03  1.298E+00  3.093E-02  2.714E-03 -2.507E-02  0.000E+00  1.078E-05  6.324E-04  0.000E+00 -6.895E-05 -6.895E-05    6.43160E-04    9.56556E-04  2.536E-02  3.216E-04  3.216E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.321E-01  1.504E+00  2.825E-02 -2.463E-03 -2.482E-02  0.000E+00  6.895E-06  6.175E-04  0.000E+00  3.122E-04  2.560E+03  3.093E-02  2.536E-02\n",
      "    500     0.824 1.644E-03  1.353E+00  3.091E-02  2.720E-03 -2.507E-02  0.000E+00  1.106E-05  6.325E-04  0.000E+00 -6.908E-05 -6.908E-05    6.43599E-04    9.55592E-04  2.537E-02  3.218E-04  3.218E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  4.000E+00  2.000E+01  1.000E+00  5.869E-01  1.460E+00  2.827E-02 -2.462E-03 -2.483E-02  0.000E+00  6.952E-06  6.178E-04  0.000E+00  3.124E-04  2.560E+03  3.091E-02  2.537E-02\n",
      "    520     0.857 1.645E-03  1.409E+00  3.109E-02  2.725E-03 -2.507E-02  0.000E+00  1.125E-05  6.328E-04  0.000E+00 -6.918E-05 -6.918E-05    6.44027E-04    9.66388E-04  2.538E-02  3.220E-04  3.220E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.527E-01  1.509E+00  2.831E-02 -2.461E-03 -2.483E-02  0.000E+00  7.011E-06  6.180E-04  0.000E+00  3.125E-04  2.560E+03  3.109E-02  2.538E-02\n",
      "    540     0.890 1.644E-03  1.466E+00  3.063E-02  2.731E-03 -2.507E-02  0.000E+00  1.157E-05  6.329E-04  0.000E+00 -6.925E-05 -6.925E-05    6.44456E-04    9.38469E-04  2.539E-02  3.222E-04  3.222E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  1.000E+00  1.900E+01  1.000E+00  6.114E-01  1.503E+00  2.840E-02 -2.460E-03 -2.484E-02  0.000E+00  7.080E-06  6.183E-04  0.000E+00  3.127E-04  2.560E+03  3.063E-02  2.539E-02\n",
      "    560     0.922 1.645E-03  1.523E+00  3.110E-02  2.736E-03 -2.507E-02  0.000E+00  1.182E-05  6.331E-04  0.000E+00 -6.933E-05 -6.933E-05    6.44909E-04    9.67169E-04  2.540E-02  3.225E-04  3.225E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.478E-01  1.464E+00  2.851E-02 -2.460E-03 -2.484E-02  0.000E+00  7.160E-06  6.186E-04  0.000E+00  3.129E-04  2.560E+03  3.110E-02  2.540E-02\n",
      "    580     0.955 1.644E-03  1.579E+00  3.176E-02  2.743E-03 -2.507E-02  0.000E+00  1.212E-05  6.333E-04  0.000E+00 -6.943E-05 -6.943E-05    6.45393E-04    1.00846E-03  2.540E-02  3.227E-04  3.227E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.000E+01  1.000E+00  6.171E-01  1.398E+00  2.860E-02 -2.461E-03 -2.485E-02  0.000E+00  7.250E-06  6.188E-04  0.000E+00  3.130E-04  2.560E+03  3.176E-02  2.540E-02\n",
      "    600     0.988 1.645E-03  1.635E+00  3.181E-02  2.748E-03 -2.507E-02  0.000E+00  1.248E-05  6.334E-04  0.000E+00 -6.951E-05 -6.951E-05    6.45899E-04    1.01210E-03  2.541E-02  3.229E-04  3.229E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  5.751E-01  1.462E+00  2.869E-02 -2.462E-03 -2.485E-02  0.000E+00  7.349E-06  6.191E-04  0.000E+00  3.132E-04  2.560E+03  3.181E-02  2.541E-02\n",
      "    620     1.021 1.644E-03  1.690E+00  3.139E-02  2.753E-03 -2.508E-02  0.000E+00  1.277E-05  6.336E-04  0.000E+00 -6.953E-05 -6.953E-05    6.46414E-04    9.85624E-04  2.542E-02  3.232E-04  3.232E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  1.700E+01  1.000E+00  5.880E-01  1.472E+00  2.882E-02 -2.462E-03 -2.485E-02  0.000E+00  7.456E-06  6.194E-04  0.000E+00  3.134E-04  2.560E+03  3.139E-02  2.542E-02\n",
      "    640     1.054 1.645E-03  1.747E+00  3.172E-02  2.758E-03 -2.508E-02  0.000E+00  1.312E-05  6.338E-04  0.000E+00 -6.961E-05 -6.961E-05    6.46934E-04    1.00617E-03  2.543E-02  3.235E-04  3.235E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  1.000E+00  2.100E+01  1.000E+00  5.776E-01  1.407E+00  2.896E-02 -2.463E-03 -2.486E-02  0.000E+00  7.572E-06  6.197E-04  0.000E+00  3.136E-04  2.560E+03  3.172E-02  2.543E-02\n",
      "    660     1.087 1.644E-03  1.802E+00  3.168E-02  2.764E-03 -2.508E-02  0.000E+00  1.349E-05  6.340E-04  0.000E+00 -6.966E-05 -6.966E-05    6.47502E-04    1.00393E-03  2.545E-02  3.238E-04  3.238E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  6.212E-01  1.497E+00  2.909E-02 -2.464E-03 -2.486E-02  0.000E+00  7.698E-06  6.199E-04  0.000E+00  3.138E-04  2.560E+03  3.168E-02  2.545E-02\n",
      "    680     1.120 1.645E-03  1.857E+00  3.199E-02  2.769E-03 -2.508E-02  0.000E+00  1.385E-05  6.342E-04  0.000E+00 -6.975E-05 -6.975E-05    6.48099E-04    1.02336E-03  2.546E-02  3.240E-04  3.240E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  1.900E+01  1.000E+00  6.057E-01  1.490E+00  2.918E-02 -2.465E-03 -2.487E-02  0.000E+00  7.840E-06  6.202E-04  0.000E+00  3.140E-04  2.560E+03  3.199E-02  2.546E-02\n",
      "    700     1.153 1.645E-03  1.912E+00  3.175E-02  2.774E-03 -2.508E-02  0.000E+00  1.430E-05  6.344E-04  0.000E+00 -6.982E-05 -6.982E-05    6.48704E-04    1.00823E-03  2.547E-02  3.244E-04  3.244E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.000E+01  1.000E+00  5.756E-01  1.441E+00  2.928E-02 -2.467E-03 -2.487E-02  0.000E+00  7.989E-06  6.204E-04  0.000E+00  3.142E-04  2.560E+03  3.175E-02  2.547E-02\n",
      "    720     1.186 1.645E-03  1.968E+00  3.194E-02  2.779E-03 -2.508E-02  0.000E+00  1.475E-05  6.346E-04  0.000E+00 -6.987E-05 -6.987E-05    6.49352E-04    1.02021E-03  2.548E-02  3.247E-04  3.247E-06  1.000E+00  9.998E-01  1.000E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  5.567E-01  1.526E+00  2.943E-02 -2.468E-03 -2.488E-02  0.000E+00  8.147E-06  6.207E-04  0.000E+00  3.144E-04  2.560E+03  3.194E-02  2.548E-02\n",
      "    740     1.218 1.645E-03  2.023E+00  3.238E-02  2.784E-03 -2.508E-02  0.000E+00  1.520E-05  6.348E-04  0.000E+00 -6.995E-05 -6.995E-05    6.50012E-04    1.04816E-03  2.550E-02  3.250E-04  3.250E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.000E+01  1.000E+00  5.833E-01  1.499E+00  2.959E-02 -2.471E-03 -2.488E-02  0.000E+00  8.320E-06  6.210E-04  0.000E+00  3.146E-04  2.560E+03  3.238E-02  2.550E-02\n",
      "    760     1.251 1.645E-03  2.079E+00  3.224E-02  2.788E-03 -2.508E-02  0.000E+00  1.571E-05  6.350E-04  0.000E+00 -7.000E-05 -7.000E-05    6.50705E-04    1.03925E-03  2.551E-02  3.254E-04  3.254E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.000E+01  1.000E+00  5.844E-01  1.469E+00  2.973E-02 -2.472E-03 -2.488E-02  0.000E+00  8.501E-06  6.212E-04  0.000E+00  3.149E-04  2.560E+03  3.224E-02  2.551E-02\n",
      "    780     1.284 1.645E-03  2.135E+00  3.177E-02  2.792E-03 -2.508E-02  0.000E+00  1.621E-05  6.352E-04  0.000E+00 -7.004E-05 -7.004E-05    6.51411E-04    1.00921E-03  2.552E-02  3.257E-04  3.257E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.000E+01  1.000E+00  5.717E-01  1.547E+00  2.981E-02 -2.474E-03 -2.489E-02  0.000E+00  8.691E-06  6.215E-04  0.000E+00  3.151E-04  2.560E+03  3.177E-02  2.552E-02\n",
      "    800     1.317 1.645E-03  2.194E+00  3.181E-02  2.797E-03 -2.508E-02  0.000E+00  1.676E-05  6.354E-04  0.000E+00 -7.010E-05 -7.010E-05    6.52147E-04    1.01170E-03  2.554E-02  3.261E-04  3.261E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.423E-01  1.497E+00  2.989E-02 -2.477E-03 -2.489E-02  0.000E+00  8.898E-06  6.217E-04  0.000E+00  3.153E-04  2.560E+03  3.181E-02  2.554E-02\n",
      "    820     1.350 1.645E-03  2.254E+00  3.201E-02  2.801E-03 -2.509E-02  0.000E+00  1.729E-05  6.356E-04  0.000E+00 -7.017E-05 -7.017E-05    6.52904E-04    1.02489E-03  2.555E-02  3.265E-04  3.265E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  5.425E-01  1.491E+00  3.002E-02 -2.480E-03 -2.489E-02  0.000E+00  9.121E-06  6.219E-04  0.000E+00  3.155E-04  2.560E+03  3.201E-02  2.555E-02\n",
      "    840     1.383 1.645E-03  2.312E+00  3.233E-02  2.805E-03 -2.509E-02  0.000E+00  1.787E-05  6.358E-04  0.000E+00 -7.022E-05 -7.022E-05    6.53689E-04    1.04493E-03  2.557E-02  3.268E-04  3.268E-06  1.000E+00  9.998E-01  1.000E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  5.286E-01  1.557E+00  3.017E-02 -2.482E-03 -2.490E-02  0.000E+00  9.353E-06  6.222E-04  0.000E+00  3.158E-04  2.560E+03  3.233E-02  2.557E-02\n",
      "    860     1.416 1.645E-03  2.370E+00  3.231E-02  2.809E-03 -2.509E-02  0.000E+00  1.845E-05  6.361E-04  0.000E+00 -7.029E-05 -7.029E-05    6.54510E-04    1.04404E-03  2.558E-02  3.273E-04  3.273E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  1.900E+01  1.000E+00  5.158E-01  1.487E+00  3.030E-02 -2.486E-03 -2.490E-02  0.000E+00  9.591E-06  6.224E-04  0.000E+00  3.160E-04  2.560E+03  3.231E-02  2.558E-02\n",
      "    880     1.449 1.646E-03  2.426E+00  3.243E-02  2.813E-03 -2.509E-02  0.000E+00  1.908E-05  6.363E-04  0.000E+00 -7.036E-05 -7.036E-05    6.55340E-04    1.05148E-03  2.560E-02  3.277E-04  3.277E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  5.034E-01  1.502E+00  3.038E-02 -2.490E-03 -2.490E-02  0.000E+00  9.849E-06  6.227E-04  0.000E+00  3.162E-04  2.560E+03  3.243E-02  2.560E-02\n",
      "    900     1.482 1.645E-03  2.484E+00  3.254E-02  2.818E-03 -2.509E-02  0.000E+00  1.971E-05  6.365E-04  0.000E+00 -7.046E-05 -7.046E-05    6.56179E-04    1.05914E-03  2.562E-02  3.281E-04  3.281E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  4.920E-01  1.552E+00  3.048E-02 -2.494E-03 -2.491E-02  0.000E+00  1.013E-05  6.229E-04  0.000E+00  3.165E-04  2.560E+03  3.254E-02  2.562E-02\n",
      "    920     1.515 1.646E-03  2.541E+00  3.266E-02  2.822E-03 -2.510E-02  0.000E+00  2.034E-05  6.367E-04  0.000E+00 -7.056E-05 -7.057E-05    6.57060E-04    1.06661E-03  2.563E-02  3.285E-04  3.285E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  4.820E-01  1.467E+00  3.063E-02 -2.499E-03 -2.491E-02  0.000E+00  1.041E-05  6.231E-04  0.000E+00  3.168E-04  2.560E+03  3.266E-02  2.563E-02\n",
      "    940     1.548 1.645E-03  2.597E+00  3.280E-02  2.826E-03 -2.510E-02  0.000E+00  2.099E-05  6.370E-04  0.000E+00 -7.071E-05 -7.072E-05    6.57959E-04    1.07613E-03  2.565E-02  3.290E-04  3.290E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  4.743E-01  1.496E+00  3.079E-02 -2.504E-03 -2.491E-02  0.000E+00  1.070E-05  6.233E-04  0.000E+00  3.170E-04  2.560E+03  3.280E-02  2.565E-02\n",
      "    960     1.580 1.646E-03  2.653E+00  3.286E-02  2.829E-03 -2.510E-02  0.000E+00  2.164E-05  6.372E-04  0.000E+00 -7.083E-05 -7.083E-05    6.58858E-04    1.08008E-03  2.567E-02  3.294E-04  3.294E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  4.710E-01  1.528E+00  3.095E-02 -2.507E-03 -2.492E-02  0.000E+00  1.100E-05  6.235E-04  0.000E+00  3.173E-04  2.560E+03  3.286E-02  2.567E-02\n",
      "    980     1.613 1.646E-03  2.710E+00  3.383E-02  2.831E-03 -2.510E-02  0.000E+00  2.227E-05  6.375E-04  0.000E+00 -7.093E-05 -7.093E-05    6.59734E-04    1.14430E-03  2.569E-02  3.299E-04  3.299E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.000E+01  1.000E+00  4.727E-01  1.482E+00  3.110E-02 -2.511E-03 -2.492E-02  0.000E+00  1.130E-05  6.238E-04  0.000E+00  3.175E-04  2.560E+03  3.383E-02  2.569E-02\n",
      "   1000     1.646 1.646E-03  2.767E+00  3.456E-02  2.835E-03 -2.510E-02  0.000E+00  2.292E-05  6.377E-04  0.000E+00 -7.108E-05 -7.108E-05    6.60654E-04    1.19428E-03  2.570E-02  3.303E-04  3.303E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  1.900E+01  1.000E+00  4.795E-01  1.478E+00  3.131E-02 -2.516E-03 -2.492E-02  0.000E+00  1.161E-05  6.240E-04  0.000E+00  3.178E-04  2.560E+03  3.456E-02  2.570E-02\n",
      "   1020     1.679 1.646E-03  2.825E+00  3.472E-02  2.837E-03 -2.511E-02  0.000E+00  2.353E-05  6.381E-04  0.000E+00 -7.124E-05 -7.124E-05    6.61584E-04    1.20560E-03  2.572E-02  3.308E-04  3.308E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  4.914E-01  1.488E+00  3.156E-02 -2.520E-03 -2.493E-02  0.000E+00  1.192E-05  6.242E-04  0.000E+00  3.180E-04  2.560E+03  3.472E-02  2.572E-02\n",
      "   1040     1.712 1.645E-03  2.883E+00  3.431E-02  2.838E-03 -2.511E-02  0.000E+00  2.410E-05  6.384E-04  0.000E+00 -7.136E-05 -7.136E-05    6.62507E-04    1.17724E-03  2.574E-02  3.313E-04  3.313E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.000E+01  1.000E+00  5.092E-01  1.495E+00  3.180E-02 -2.523E-03 -2.493E-02  0.000E+00  1.222E-05  6.244E-04  0.000E+00  3.183E-04  2.560E+03  3.431E-02  2.574E-02\n",
      "   1060     1.745 1.646E-03  2.942E+00  3.432E-02  2.838E-03 -2.511E-02  0.000E+00  2.461E-05  6.388E-04  0.000E+00 -7.149E-05 -7.149E-05    6.63413E-04    1.17768E-03  2.576E-02  3.317E-04  3.317E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  4.000E+00  2.000E+01  1.000E+00  5.321E-01  1.472E+00  3.199E-02 -2.526E-03 -2.493E-02  0.000E+00  1.251E-05  6.246E-04  0.000E+00  3.185E-04  2.560E+03  3.432E-02  2.576E-02\n",
      "   1080     1.778 1.646E-03  2.999E+00  3.566E-02  2.838E-03 -2.512E-02  0.000E+00  2.510E-05  6.392E-04  0.000E+00 -7.160E-05 -7.160E-05    6.64284E-04    1.27132E-03  2.577E-02  3.321E-04  3.321E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  5.481E-01  1.438E+00  3.217E-02 -2.529E-03 -2.493E-02  0.000E+00  1.278E-05  6.248E-04  0.000E+00  3.188E-04  2.560E+03  3.566E-02  2.577E-02\n",
      "   1100     1.811 1.646E-03  3.056E+00  3.655E-02  2.837E-03 -2.512E-02  0.000E+00  2.552E-05  6.396E-04  0.000E+00 -7.169E-05 -7.169E-05    6.65141E-04    1.33561E-03  2.579E-02  3.326E-04  3.326E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  5.538E-01  1.490E+00  3.241E-02 -2.531E-03 -2.494E-02  0.000E+00  1.304E-05  6.250E-04  0.000E+00  3.190E-04  2.560E+03  3.655E-02  2.579E-02\n",
      "   1120     1.844 1.646E-03  3.112E+00  3.682E-02  2.835E-03 -2.512E-02  0.000E+00  2.592E-05  6.401E-04  0.000E+00 -7.180E-05 -7.180E-05    6.65988E-04    1.35540E-03  2.581E-02  3.330E-04  3.330E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  4.000E+00  1.900E+01  1.000E+00  5.363E-01  1.487E+00  3.268E-02 -2.534E-03 -2.494E-02  0.000E+00  1.329E-05  6.252E-04  0.000E+00  3.192E-04  2.560E+03  3.682E-02  2.581E-02\n",
      "   1140     1.877 1.646E-03  3.169E+00  3.643E-02  2.833E-03 -2.512E-02  0.000E+00  2.625E-05  6.406E-04  0.000E+00 -7.188E-05 -7.188E-05    6.66805E-04    1.32729E-03  2.582E-02  3.334E-04  3.334E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  4.000E+00  2.100E+01  1.000E+00  5.133E-01  1.457E+00  3.288E-02 -2.536E-03 -2.494E-02  0.000E+00  1.352E-05  6.254E-04  0.000E+00  3.195E-04  2.560E+03  3.643E-02  2.582E-02\n",
      "   1160     1.910 1.645E-03  3.225E+00  3.545E-02  2.831E-03 -2.513E-02  0.000E+00  2.656E-05  6.410E-04  0.000E+00 -7.192E-05 -7.192E-05    6.67600E-04    1.25697E-03  2.584E-02  3.338E-04  3.338E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  1.900E+01  1.000E+00  4.933E-01  1.477E+00  3.299E-02 -2.537E-03 -2.494E-02  0.000E+00  1.372E-05  6.257E-04  0.000E+00  3.197E-04  2.560E+03  3.545E-02  2.584E-02\n",
      "   1180     1.943 1.646E-03  3.282E+00  3.515E-02  2.828E-03 -2.513E-02  0.000E+00  2.688E-05  6.415E-04  0.000E+00 -7.198E-05 -7.198E-05    6.68401E-04    1.23520E-03  2.585E-02  3.342E-04  3.342E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  4.774E-01  1.485E+00  3.304E-02 -2.540E-03 -2.494E-02  0.000E+00  1.393E-05  6.259E-04  0.000E+00  3.199E-04  2.560E+03  3.515E-02  2.585E-02\n",
      "   1200     1.975 1.645E-03  3.339E+00  3.614E-02  2.827E-03 -2.513E-02  0.000E+00  2.717E-05  6.420E-04  0.000E+00 -7.200E-05 -7.200E-05    6.69183E-04    1.30624E-03  2.587E-02  3.346E-04  3.346E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  1.900E+01  1.000E+00  4.661E-01  1.477E+00  3.310E-02 -2.543E-03 -2.495E-02  0.000E+00  1.412E-05  6.262E-04  0.000E+00  3.202E-04  2.560E+03  3.614E-02  2.587E-02\n",
      "   1220     2.008 1.646E-03  3.397E+00  3.653E-02  2.824E-03 -2.513E-02  0.000E+00  2.748E-05  6.425E-04  0.000E+00 -7.199E-05 -7.199E-05    6.69965E-04    1.33462E-03  2.588E-02  3.350E-04  3.350E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  1.000E+00  1.800E+01  1.000E+00  4.604E-01  1.505E+00  3.319E-02 -2.546E-03 -2.495E-02  0.000E+00  1.431E-05  6.265E-04  0.000E+00  3.204E-04  2.560E+03  3.653E-02  2.588E-02\n",
      "   1240     2.041 1.645E-03  3.454E+00  3.647E-02  2.823E-03 -2.514E-02  0.000E+00  2.781E-05  6.430E-04  0.000E+00 -7.197E-05 -7.198E-05    6.70781E-04    1.32997E-03  2.590E-02  3.354E-04  3.354E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  0.000E+00  2.100E+01  1.000E+00  4.616E-01  1.472E+00  3.324E-02 -2.550E-03 -2.495E-02  0.000E+00  1.452E-05  6.267E-04  0.000E+00  3.206E-04  2.560E+03  3.647E-02  2.590E-02\n",
      "   1260     2.074 1.646E-03  3.511E+00  3.640E-02  2.820E-03 -2.514E-02  0.000E+00  2.818E-05  6.434E-04  0.000E+00 -7.194E-05 -7.194E-05    6.71592E-04    1.32525E-03  2.592E-02  3.358E-04  3.358E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  1.000E+00  2.000E+01  1.000E+00  4.711E-01  1.497E+00  3.320E-02 -2.554E-03 -2.495E-02  0.000E+00  1.474E-05  6.270E-04  0.000E+00  3.209E-04  2.560E+03  3.640E-02  2.592E-02\n",
      "   1280     2.107 1.645E-03  3.568E+00  3.662E-02  2.817E-03 -2.514E-02  0.000E+00  2.858E-05  6.438E-04  0.000E+00 -7.187E-05 -7.187E-05    6.72392E-04    1.34135E-03  2.593E-02  3.362E-04  3.362E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  1.000E+00  2.000E+01  1.000E+00  4.880E-01  1.521E+00  3.307E-02 -2.557E-03 -2.495E-02  0.000E+00  1.498E-05  6.273E-04  0.000E+00  3.211E-04  2.560E+03  3.662E-02  2.593E-02\n",
      "   1300     2.140 1.646E-03  3.625E+00  3.574E-02  2.816E-03 -2.514E-02  0.000E+00  2.902E-05  6.443E-04  0.000E+00 -7.183E-05 -7.183E-05    6.73279E-04    1.27736E-03  2.595E-02  3.366E-04  3.366E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.116E-01  1.511E+00  3.290E-02 -2.562E-03 -2.496E-02  0.000E+00  1.525E-05  6.275E-04  0.000E+00  3.214E-04  2.560E+03  3.574E-02  2.595E-02\n",
      "   1320     2.173 1.645E-03  3.685E+00  3.641E-02  2.815E-03 -2.515E-02  0.000E+00  2.949E-05  6.447E-04  0.000E+00 -7.178E-05 -7.178E-05    6.74170E-04    1.32566E-03  2.596E-02  3.371E-04  3.371E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  5.418E-01  1.506E+00  3.281E-02 -2.567E-03 -2.496E-02  0.000E+00  1.556E-05  6.277E-04  0.000E+00  3.216E-04  2.560E+03  3.641E-02  2.596E-02\n",
      "   1340     2.206 1.646E-03  3.743E+00  3.836E-02  2.813E-03 -2.515E-02  0.000E+00  3.001E-05  6.451E-04  0.000E+00 -7.174E-05 -7.174E-05    6.75070E-04    1.47117E-03  2.598E-02  3.375E-04  3.375E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.000E+01  1.000E+00  5.770E-01  1.497E+00  3.273E-02 -2.572E-03 -2.496E-02  0.000E+00  1.591E-05  6.279E-04  0.000E+00  3.219E-04  2.560E+03  3.836E-02  2.598E-02\n",
      "   1360     2.239 1.644E-03  3.801E+00  3.897E-02  2.810E-03 -2.515E-02  0.000E+00  3.057E-05  6.454E-04  0.000E+00 -7.170E-05 -7.170E-05    6.75997E-04    1.51885E-03  2.600E-02  3.380E-04  3.380E-06  1.000E+00  9.998E-01  1.000E+00  1.000E+01  2.000E+00  1.900E+01  1.000E+00  5.603E-01  1.521E+00  3.263E-02 -2.577E-03 -2.496E-02  0.000E+00  1.630E-05  6.280E-04  0.000E+00  3.221E-04  2.560E+03  3.897E-02  2.600E-02\n",
      "   1380     2.272 1.645E-03  3.858E+00  3.796E-02  2.808E-03 -2.516E-02  0.000E+00  3.116E-05  6.458E-04  0.000E+00 -7.169E-05 -7.169E-05    6.76917E-04    1.44089E-03  2.602E-02  3.385E-04  3.385E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.425E-01  1.510E+00  3.249E-02 -2.583E-03 -2.496E-02  0.000E+00  1.673E-05  6.281E-04  0.000E+00  3.224E-04  2.560E+03  3.796E-02  2.602E-02\n",
      "   1400     2.304 1.644E-03  3.918E+00  3.750E-02  2.807E-03 -2.516E-02  0.000E+00  3.178E-05  6.461E-04  0.000E+00 -7.172E-05 -7.172E-05    6.77876E-04    1.40601E-03  2.604E-02  3.389E-04  3.389E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  1.900E+01  1.000E+00  5.334E-01  1.527E+00  3.269E-02 -2.589E-03 -2.496E-02  0.000E+00  1.719E-05  6.281E-04  0.000E+00  3.227E-04  2.560E+03  3.750E-02  2.604E-02\n",
      "   1420     2.337 1.644E-03  3.976E+00  3.990E-02  2.806E-03 -2.516E-02  0.000E+00  3.242E-05  6.464E-04  0.000E+00 -7.178E-05 -7.178E-05    6.78795E-04    1.59222E-03  2.605E-02  3.394E-04  3.394E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  5.318E-01  1.543E+00  3.302E-02 -2.596E-03 -2.496E-02  0.000E+00  1.768E-05  6.282E-04  0.000E+00  3.229E-04  2.560E+03  3.990E-02  2.605E-02\n",
      "   1440     2.370 1.643E-03  4.035E+00  4.076E-02  2.804E-03 -2.517E-02  0.000E+00  3.310E-05  6.466E-04  0.000E+00 -7.185E-05 -7.185E-05    6.79708E-04    1.66171E-03  2.607E-02  3.399E-04  3.399E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  5.350E-01  1.558E+00  3.330E-02 -2.602E-03 -2.496E-02  0.000E+00  1.820E-05  6.282E-04  0.000E+00  3.232E-04  2.560E+03  4.076E-02  2.607E-02\n",
      "   1460     2.403 1.643E-03  4.092E+00  3.997E-02  2.802E-03 -2.517E-02  0.000E+00  3.379E-05  6.468E-04  0.000E+00 -7.197E-05 -7.198E-05    6.80600E-04    1.59728E-03  2.609E-02  3.403E-04  3.403E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  5.404E-01  1.573E+00  3.338E-02 -2.608E-03 -2.496E-02  0.000E+00  1.876E-05  6.283E-04  0.000E+00  3.235E-04  2.560E+03  3.997E-02  2.609E-02\n",
      "   1480     2.436 1.642E-03  4.149E+00  3.757E-02  2.801E-03 -2.517E-02  0.000E+00  3.449E-05  6.470E-04  0.000E+00 -7.216E-05 -7.216E-05    6.81470E-04    1.41125E-03  2.610E-02  3.407E-04  3.407E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.400E+01  1.000E+00  5.506E-01  1.588E+00  3.357E-02 -2.616E-03 -2.496E-02  0.000E+00  1.933E-05  6.283E-04  0.000E+00  3.238E-04  2.560E+03  3.757E-02  2.610E-02\n",
      "   1500     2.469 1.643E-03  4.205E+00  3.942E-02  2.800E-03 -2.518E-02  0.000E+00  3.522E-05  6.471E-04  0.000E+00 -7.239E-05 -7.239E-05    6.82368E-04    1.55355E-03  2.612E-02  3.412E-04  3.412E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.496E-01  1.601E+00  3.366E-02 -2.624E-03 -2.496E-02  0.000E+00  1.991E-05  6.283E-04  0.000E+00  3.241E-04  2.560E+03  3.942E-02  2.612E-02\n",
      "   1520     2.502 1.641E-03  4.261E+00  4.061E-02  2.799E-03 -2.518E-02  0.000E+00  3.591E-05  6.473E-04  0.000E+00 -7.268E-05 -7.268E-05    6.83255E-04    1.64951E-03  2.614E-02  3.416E-04  3.416E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.300E+01  1.000E+00  5.273E-01  1.614E+00  3.376E-02 -2.632E-03 -2.496E-02  0.000E+00  2.049E-05  6.282E-04  0.000E+00  3.244E-04  2.560E+03  4.061E-02  2.614E-02\n",
      "   1540     2.534 1.642E-03  4.317E+00  4.011E-02  2.797E-03 -2.518E-02  0.000E+00  3.659E-05  6.475E-04  0.000E+00 -7.300E-05 -7.300E-05    6.84097E-04    1.60904E-03  2.616E-02  3.420E-04  3.420E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.000E+01  1.000E+00  5.638E-01  1.625E+00  3.377E-02 -2.639E-03 -2.496E-02  0.000E+00  2.105E-05  6.282E-04  0.000E+00  3.246E-04  2.560E+03  4.011E-02  2.616E-02\n",
      "   1560     2.567 1.640E-03  4.373E+00  3.796E-02  2.795E-03 -2.519E-02  0.000E+00  3.723E-05  6.477E-04  0.000E+00 -7.333E-05 -7.333E-05    6.84898E-04    1.44074E-03  2.617E-02  3.424E-04  3.424E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  5.983E-01  1.635E+00  3.363E-02 -2.647E-03 -2.496E-02  0.000E+00  2.160E-05  6.282E-04  0.000E+00  3.249E-04  2.560E+03  3.796E-02  2.617E-02\n",
      "   1580     2.600 1.641E-03  4.429E+00  3.758E-02  2.794E-03 -2.519E-02  0.000E+00  3.781E-05  6.479E-04  0.000E+00 -7.375E-05 -7.375E-05    6.85736E-04    1.41252E-03  2.619E-02  3.429E-04  3.429E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  3.000E+00  2.100E+01  1.000E+00  5.221E-01  1.642E+00  3.371E-02 -2.656E-03 -2.496E-02  0.000E+00  2.212E-05  6.282E-04  0.000E+00  3.251E-04  2.560E+03  3.758E-02  2.619E-02\n",
      "   1600     2.633 1.639E-03  4.486E+00  3.899E-02  2.793E-03 -2.519E-02  0.000E+00  3.832E-05  6.482E-04  0.000E+00 -7.418E-05 -7.418E-05    6.86571E-04    1.52057E-03  2.620E-02  3.433E-04  3.433E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  5.015E-01  1.646E+00  3.370E-02 -2.665E-03 -2.496E-02  0.000E+00  2.260E-05  6.281E-04  0.000E+00  3.253E-04  2.560E+03  3.899E-02  2.620E-02\n",
      "   1620     2.666 1.640E-03  4.541E+00  3.876E-02  2.791E-03 -2.520E-02  0.000E+00  3.875E-05  6.486E-04  0.000E+00 -7.460E-05 -7.460E-05    6.87347E-04    1.50226E-03  2.622E-02  3.437E-04  3.437E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  3.000E+00  2.000E+01  1.000E+00  5.220E-01  1.648E+00  3.369E-02 -2.672E-03 -2.495E-02  0.000E+00  2.302E-05  6.281E-04  0.000E+00  3.255E-04  2.560E+03  3.876E-02  2.622E-02\n",
      "   1640     2.698 1.639E-03  4.598E+00  3.756E-02  2.788E-03 -2.520E-02  0.000E+00  3.909E-05  6.490E-04  0.000E+00 -7.499E-05 -7.499E-05    6.88054E-04    1.41097E-03  2.623E-02  3.440E-04  3.440E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.572E-01  1.647E+00  3.360E-02 -2.679E-03 -2.495E-02  0.000E+00  2.335E-05  6.281E-04  0.000E+00  3.257E-04  2.560E+03  3.756E-02  2.623E-02\n",
      "   1660     2.731 1.640E-03  4.654E+00  3.847E-02  2.786E-03 -2.520E-02  0.000E+00  3.937E-05  6.494E-04  0.000E+00 -7.539E-05 -7.539E-05    6.88758E-04    1.47979E-03  2.624E-02  3.444E-04  3.444E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  1.000E+00  2.000E+01  1.000E+00  5.220E-01  1.644E+00  3.335E-02 -2.687E-03 -2.495E-02  0.000E+00  2.364E-05  6.282E-04  0.000E+00  3.259E-04  2.560E+03  3.847E-02  2.624E-02\n",
      "   1680     2.764 1.638E-03  4.710E+00  3.914E-02  2.784E-03 -2.521E-02  0.000E+00  3.958E-05  6.499E-04  0.000E+00 -7.579E-05 -7.579E-05    6.89442E-04    1.53218E-03  2.626E-02  3.447E-04  3.447E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  1.000E+00  2.100E+01  1.000E+00  4.821E-01  1.639E+00  3.320E-02 -2.695E-03 -2.495E-02  0.000E+00  2.385E-05  6.282E-04  0.000E+00  3.260E-04  2.560E+03  3.914E-02  2.626E-02\n",
      "   1700     2.797 1.639E-03  4.766E+00  3.948E-02  2.783E-03 -2.521E-02  0.000E+00  3.973E-05  6.504E-04  0.000E+00 -7.615E-05 -7.615E-05    6.90127E-04    1.55857E-03  2.627E-02  3.451E-04  3.451E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  1.000E+00  2.200E+01  1.000E+00  5.024E-01  1.647E+00  3.322E-02 -2.704E-03 -2.495E-02  0.000E+00  2.398E-05  6.283E-04  0.000E+00  3.262E-04  2.560E+03  3.948E-02  2.627E-02\n",
      "   1720     2.830 1.638E-03  4.823E+00  3.927E-02  2.780E-03 -2.521E-02  0.000E+00  3.976E-05  6.510E-04  0.000E+00 -7.643E-05 -7.643E-05    6.90760E-04    1.54191E-03  2.628E-02  3.454E-04  3.454E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  5.358E-01  1.651E+00  3.363E-02 -2.712E-03 -2.494E-02  0.000E+00  2.403E-05  6.284E-04  0.000E+00  3.262E-04  2.560E+03  3.927E-02  2.628E-02\n",
      "   1740     2.862 1.639E-03  4.879E+00  4.039E-02  2.777E-03 -2.522E-02  0.000E+00  3.978E-05  6.516E-04  0.000E+00 -7.666E-05 -7.666E-05    6.91390E-04    1.63134E-03  2.629E-02  3.457E-04  3.457E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  5.456E-01  1.652E+00  3.401E-02 -2.719E-03 -2.494E-02  0.000E+00  2.400E-05  6.286E-04  0.000E+00  3.263E-04  2.560E+03  4.039E-02  2.629E-02\n",
      "   1760     2.895 1.638E-03  4.935E+00  4.149E-02  2.773E-03 -2.522E-02  0.000E+00  3.973E-05  6.523E-04  0.000E+00 -7.679E-05 -7.679E-05    6.92004E-04    1.72179E-03  2.631E-02  3.460E-04  3.460E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  4.880E-01  1.649E+00  3.436E-02 -2.726E-03 -2.494E-02  0.000E+00  2.390E-05  6.287E-04  0.000E+00  3.263E-04  2.560E+03  4.149E-02  2.631E-02\n",
      "   1780     2.928 1.640E-03  4.991E+00  4.186E-02  2.769E-03 -2.523E-02  0.000E+00  3.967E-05  6.529E-04  0.000E+00 -7.683E-05 -7.683E-05    6.92607E-04    1.75243E-03  2.632E-02  3.463E-04  3.463E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  4.998E-01  1.641E+00  3.467E-02 -2.732E-03 -2.493E-02  0.000E+00  2.374E-05  6.289E-04  0.000E+00  3.263E-04  2.560E+03  4.186E-02  2.632E-02\n",
      "   1800     2.961 1.638E-03  5.047E+00  4.161E-02  2.765E-03 -2.523E-02  0.000E+00  3.956E-05  6.537E-04  0.000E+00 -7.681E-05 -7.681E-05    6.93225E-04    1.73105E-03  2.633E-02  3.466E-04  3.466E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  5.209E-01  1.628E+00  3.494E-02 -2.738E-03 -2.493E-02  0.000E+00  2.355E-05  6.291E-04  0.000E+00  3.263E-04  2.560E+03  4.161E-02  2.633E-02\n",
      "   1820     2.993 1.640E-03  5.104E+00  4.121E-02  2.760E-03 -2.523E-02  0.000E+00  3.948E-05  6.543E-04  0.000E+00 -7.668E-05 -7.668E-05    6.93819E-04    1.69819E-03  2.634E-02  3.469E-04  3.469E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  5.426E-01  1.610E+00  3.523E-02 -2.744E-03 -2.493E-02  0.000E+00  2.332E-05  6.293E-04  0.000E+00  3.263E-04  2.560E+03  4.121E-02  2.634E-02\n",
      "   1840     3.026 1.638E-03  5.160E+00  4.317E-02  2.756E-03 -2.524E-02  0.000E+00  3.939E-05  6.550E-04  0.000E+00 -7.645E-05 -7.645E-05    6.94413E-04    1.86338E-03  2.635E-02  3.472E-04  3.472E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  5.046E-01  1.586E+00  3.554E-02 -2.750E-03 -2.492E-02  0.000E+00  2.307E-05  6.295E-04  0.000E+00  3.263E-04  2.560E+03  4.317E-02  2.635E-02\n",
      "   1860     3.059 1.639E-03  5.217E+00  4.420E-02  2.750E-03 -2.524E-02  0.000E+00  3.932E-05  6.557E-04  0.000E+00 -7.613E-05 -7.613E-05    6.95046E-04    1.95373E-03  2.636E-02  3.475E-04  3.475E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  5.022E-01  1.558E+00  3.582E-02 -2.756E-03 -2.492E-02  0.000E+00  2.281E-05  6.297E-04  0.000E+00  3.263E-04  2.560E+03  4.420E-02  2.636E-02\n",
      "   1880     3.092 1.639E-03  5.273E+00  4.426E-02  2.745E-03 -2.525E-02  0.000E+00  3.924E-05  6.564E-04  0.000E+00 -7.574E-05 -7.574E-05    6.95683E-04    1.95895E-03  2.638E-02  3.478E-04  3.478E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  5.090E-01  1.561E+00  3.619E-02 -2.760E-03 -2.492E-02  0.000E+00  2.256E-05  6.299E-04  0.000E+00  3.262E-04  2.560E+03  4.426E-02  2.638E-02\n",
      "   1900     3.124 1.640E-03  5.330E+00  4.344E-02  2.740E-03 -2.525E-02  0.000E+00  3.923E-05  6.571E-04  0.000E+00 -7.523E-05 -7.523E-05    6.96332E-04    1.88714E-03  2.639E-02  3.482E-04  3.482E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  1.000E+00  2.300E+01  1.000E+00  5.161E-01  1.568E+00  3.652E-02 -2.766E-03 -2.491E-02  0.000E+00  2.232E-05  6.301E-04  0.000E+00  3.262E-04  2.560E+03  4.344E-02  2.639E-02\n",
      "   1920     3.157 1.638E-03  5.385E+00  4.209E-02  2.735E-03 -2.525E-02  0.000E+00  3.927E-05  6.577E-04  0.000E+00 -7.472E-05 -7.472E-05    6.96981E-04    1.77192E-03  2.640E-02  3.485E-04  3.485E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  5.249E-01  1.575E+00  3.673E-02 -2.772E-03 -2.491E-02  0.000E+00  2.212E-05  6.303E-04  0.000E+00  3.262E-04  2.560E+03  4.209E-02  2.640E-02\n",
      "   1940     3.190 1.639E-03  5.443E+00  4.434E-02  2.730E-03 -2.525E-02  0.000E+00  3.940E-05  6.583E-04  0.000E+00 -7.411E-05 -7.411E-05    6.97676E-04    1.96559E-03  2.641E-02  3.488E-04  3.488E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  4.985E-01  1.580E+00  3.686E-02 -2.778E-03 -2.491E-02  0.000E+00  2.195E-05  6.305E-04  0.000E+00  3.262E-04  2.560E+03  4.434E-02  2.641E-02\n",
      "   1960     3.223 1.640E-03  5.499E+00  4.563E-02  2.724E-03 -2.525E-02  0.000E+00  3.948E-05  6.588E-04  0.000E+00 -7.347E-05 -7.347E-05    6.98313E-04    2.08225E-03  2.643E-02  3.492E-04  3.492E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  1.000E+00  2.200E+01  1.000E+00  4.734E-01  1.621E+00  3.705E-02 -2.782E-03 -2.490E-02  0.000E+00  2.181E-05  6.307E-04  0.000E+00  3.263E-04  2.560E+03  4.563E-02  2.643E-02\n",
      "   1980     3.256 1.638E-03  5.555E+00  4.588E-02  2.718E-03 -2.526E-02  0.000E+00  3.958E-05  6.593E-04  0.000E+00 -7.283E-05 -7.283E-05    6.98904E-04    2.10532E-03  2.644E-02  3.495E-04  3.495E-06  1.000E+00  9.997E-01  1.000E+00  1.000E+01  1.000E+00  2.200E+01  1.000E+00  5.001E-01  1.665E+00  3.734E-02 -2.787E-03 -2.490E-02  0.000E+00  2.171E-05  6.309E-04  0.000E+00  3.263E-04  2.560E+03  4.588E-02  2.644E-02\n",
      "   2000     3.288 1.638E-03  5.611E+00  4.487E-02  2.712E-03 -2.526E-02  0.000E+00  3.978E-05  6.597E-04  0.000E+00 -7.210E-05 -7.210E-05    6.99446E-04    2.01342E-03  2.645E-02  3.497E-04  3.497E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  1.000E+00  2.200E+01  1.000E+00  5.044E-01  1.703E+00  3.754E-02 -2.791E-03 -2.490E-02  0.000E+00  2.165E-05  6.311E-04  0.000E+00  3.264E-04  2.560E+03  4.487E-02  2.645E-02\n",
      "   2020     3.321 1.639E-03  5.668E+00  4.305E-02  2.707E-03 -2.525E-02  0.000E+00  4.000E-05  6.600E-04  0.000E+00 -7.144E-05 -7.144E-05    6.99977E-04    1.85365E-03  2.646E-02  3.500E-04  3.500E-06  1.000E+00  9.996E-01  1.001E+00  1.000E+01  2.000E+00  2.000E+01  1.000E+00  5.082E-01  1.735E+00  3.755E-02 -2.796E-03 -2.490E-02  0.000E+00  2.164E-05  6.312E-04  0.000E+00  3.264E-04  2.560E+03  4.305E-02  2.646E-02\n",
      "   2040     3.354 1.639E-03  5.723E+00  4.075E-02  2.702E-03 -2.525E-02  0.000E+00  4.023E-05  6.603E-04  0.000E+00 -7.075E-05 -7.075E-05    7.00527E-04    1.66021E-03  2.647E-02  3.503E-04  3.503E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  4.821E-01  1.762E+00  3.736E-02 -2.801E-03 -2.490E-02  0.000E+00  2.169E-05  6.314E-04  0.000E+00  3.265E-04  2.560E+03  4.075E-02  2.647E-02\n",
      "   2060     3.387 1.637E-03  5.779E+00  4.187E-02  2.697E-03 -2.525E-02  0.000E+00  4.052E-05  6.605E-04  0.000E+00 -7.006E-05 -7.006E-05    7.01055E-04    1.75319E-03  2.648E-02  3.505E-04  3.505E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  5.169E-01  1.782E+00  3.713E-02 -2.806E-03 -2.490E-02  0.000E+00  2.181E-05  6.315E-04  0.000E+00  3.267E-04  2.560E+03  4.187E-02  2.648E-02\n",
      "   2080     3.419 1.638E-03  5.833E+00  4.219E-02  2.693E-03 -2.525E-02  0.000E+00  4.078E-05  6.608E-04  0.000E+00 -6.943E-05 -6.942E-05    7.01595E-04    1.77991E-03  2.649E-02  3.508E-04  3.508E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  1.000E+00  2.300E+01  1.000E+00  5.132E-01  1.794E+00  3.688E-02 -2.812E-03 -2.490E-02  0.000E+00  2.199E-05  6.316E-04  0.000E+00  3.268E-04  2.560E+03  4.219E-02  2.649E-02\n",
      "   2100     3.452 1.638E-03  5.888E+00  4.150E-02  2.690E-03 -2.525E-02  0.000E+00  4.119E-05  6.610E-04  0.000E+00 -6.884E-05 -6.884E-05    7.02186E-04    1.72237E-03  2.650E-02  3.511E-04  3.511E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  1.000E+00  2.400E+01  1.000E+00  5.218E-01  1.798E+00  3.658E-02 -2.818E-03 -2.490E-02  0.000E+00  2.223E-05  6.316E-04  0.000E+00  3.269E-04  2.560E+03  4.150E-02  2.650E-02\n",
      "   2120     3.485 1.637E-03  5.944E+00  4.007E-02  2.686E-03 -2.524E-02  0.000E+00  4.162E-05  6.612E-04  0.000E+00 -6.835E-05 -6.835E-05    7.02791E-04    1.60527E-03  2.651E-02  3.514E-04  3.514E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  1.000E+00  2.400E+01  1.000E+00  5.199E-01  1.795E+00  3.647E-02 -2.825E-03 -2.490E-02  0.000E+00  2.251E-05  6.317E-04  0.000E+00  3.271E-04  2.560E+03  4.007E-02  2.651E-02\n",
      "   2140     3.518 1.637E-03  5.999E+00  3.921E-02  2.682E-03 -2.524E-02  0.000E+00  4.207E-05  6.614E-04  0.000E+00 -6.786E-05 -6.786E-05    7.03444E-04    1.53719E-03  2.652E-02  3.517E-04  3.517E-06  1.000E+00  9.996E-01  1.001E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  5.201E-01  1.784E+00  3.624E-02 -2.831E-03 -2.490E-02  0.000E+00  2.284E-05  6.317E-04  0.000E+00  3.273E-04  2.560E+03  3.921E-02  2.652E-02\n",
      "   2160     3.550 1.638E-03  6.053E+00  3.957E-02  2.679E-03 -2.524E-02  0.000E+00  4.263E-05  6.615E-04  0.000E+00 -6.737E-05 -6.737E-05    7.04158E-04    1.56608E-03  2.654E-02  3.521E-04  3.521E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.200E+01  1.000E+00  5.047E-01  1.766E+00  3.597E-02 -2.836E-03 -2.490E-02  0.000E+00  2.322E-05  6.316E-04  0.000E+00  3.274E-04  2.560E+03  3.957E-02  2.654E-02\n",
      "   2180     3.583 1.637E-03  6.109E+00  3.962E-02  2.677E-03 -2.524E-02  0.000E+00  4.327E-05  6.617E-04  0.000E+00 -6.708E-05 -6.708E-05    7.04985E-04    1.56948E-03  2.655E-02  3.525E-04  3.525E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  2.000E+00  2.100E+01  1.000E+00  5.134E-01  1.741E+00  3.572E-02 -2.843E-03 -2.490E-02  0.000E+00  2.366E-05  6.315E-04  0.000E+00  3.276E-04  2.560E+03  3.962E-02  2.655E-02\n",
      "   2200     3.616 1.636E-03  6.164E+00  3.876E-02  2.677E-03 -2.524E-02  0.000E+00  4.406E-05  6.618E-04  0.000E+00 -6.680E-05 -6.680E-05    7.05883E-04    1.50232E-03  2.657E-02  3.529E-04  3.529E-06  1.000E+00  9.996E-01  1.001E+00  1.000E+01  1.000E+00  2.000E+01  1.000E+00  5.405E-01  1.712E+00  3.544E-02 -2.852E-03 -2.490E-02  0.000E+00  2.416E-05  6.314E-04  0.000E+00  3.278E-04  2.560E+03  3.876E-02  2.657E-02\n",
      "   2220     3.649 1.637E-03  6.218E+00  3.848E-02  2.676E-03 -2.524E-02  0.000E+00  4.492E-05  6.620E-04  0.000E+00 -6.656E-05 -6.656E-05    7.06867E-04    1.48052E-03  2.659E-02  3.534E-04  3.534E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  1.000E+00  2.100E+01  1.000E+00  4.732E-01  1.733E+00  3.521E-02 -2.860E-03 -2.490E-02  0.000E+00  2.472E-05  6.312E-04  0.000E+00  3.279E-04  2.560E+03  3.848E-02  2.659E-02\n",
      "   2240     3.681 1.636E-03  6.275E+00  3.865E-02  2.675E-03 -2.524E-02  0.000E+00  4.582E-05  6.621E-04  0.000E+00 -6.646E-05 -6.646E-05    7.07945E-04    1.49382E-03  2.661E-02  3.540E-04  3.540E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  1.000E+00  2.100E+01  1.000E+00  5.121E-01  1.792E+00  3.500E-02 -2.868E-03 -2.489E-02  0.000E+00  2.533E-05  6.309E-04  0.000E+00  3.281E-04  2.560E+03  3.865E-02  2.661E-02\n",
      "   2260     3.714 1.635E-03  6.331E+00  3.870E-02  2.675E-03 -2.524E-02  0.000E+00  4.679E-05  6.623E-04  0.000E+00 -6.642E-05 -6.642E-05    7.09115E-04    1.49797E-03  2.663E-02  3.546E-04  3.546E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  1.000E+00  2.100E+01  1.000E+00  5.076E-01  1.845E+00  3.481E-02 -2.877E-03 -2.489E-02  0.000E+00  2.600E-05  6.305E-04  0.000E+00  3.283E-04  2.560E+03  3.870E-02  2.663E-02\n",
      "   2280     3.747 1.636E-03  6.387E+00  3.862E-02  2.675E-03 -2.524E-02  0.000E+00  4.779E-05  6.625E-04  0.000E+00 -6.646E-05 -6.646E-05    7.10281E-04    1.49181E-03  2.665E-02  3.551E-04  3.551E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  1.000E+00  2.500E+01  1.000E+00  4.496E-01  1.889E+00  3.467E-02 -2.885E-03 -2.488E-02  0.000E+00  2.671E-05  6.301E-04  0.000E+00  3.284E-04  2.560E+03  3.862E-02  2.665E-02\n",
      "   2300     3.779 1.636E-03  6.443E+00  3.846E-02  2.675E-03 -2.524E-02  0.000E+00  4.888E-05  6.626E-04  0.000E+00 -6.660E-05 -6.660E-05    7.11522E-04    1.47940E-03  2.667E-02  3.558E-04  3.558E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  1.000E+00  2.600E+01  1.000E+00  5.196E-01  1.924E+00  3.452E-02 -2.893E-03 -2.488E-02  0.000E+00  2.744E-05  6.297E-04  0.000E+00  3.286E-04  2.560E+03  3.846E-02  2.667E-02\n",
      "   2320     3.812 1.635E-03  6.499E+00  3.888E-02  2.676E-03 -2.524E-02  0.000E+00  5.002E-05  6.628E-04  0.000E+00 -6.682E-05 -6.682E-05    7.12826E-04    1.51160E-03  2.670E-02  3.564E-04  3.564E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  1.000E+00  2.500E+01  1.000E+00  4.671E-01  1.948E+00  3.427E-02 -2.901E-03 -2.487E-02  0.000E+00  2.818E-05  6.293E-04  0.000E+00  3.287E-04  2.560E+03  3.888E-02  2.670E-02\n",
      "   2340     3.845 1.634E-03  6.555E+00  3.925E-02  2.676E-03 -2.525E-02  0.000E+00  5.113E-05  6.631E-04  0.000E+00 -6.720E-05 -6.720E-05    7.14209E-04    1.54066E-03  2.672E-02  3.571E-04  3.571E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  1.000E+00  2.200E+01  1.000E+00  4.448E-01  1.960E+00  3.417E-02 -2.909E-03 -2.487E-02  0.000E+00  2.895E-05  6.288E-04  0.000E+00  3.289E-04  2.560E+03  3.925E-02  2.672E-02\n",
      "   2360     3.878 1.635E-03  6.611E+00  3.955E-02  2.678E-03 -2.525E-02  0.000E+00  5.226E-05  6.634E-04  0.000E+00 -6.768E-05 -6.768E-05    7.15667E-04    1.56402E-03  2.675E-02  3.578E-04  3.578E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  2.000E+00  2.400E+01  1.000E+00  4.643E-01  1.962E+00  3.401E-02 -2.918E-03 -2.486E-02  0.000E+00  2.971E-05  6.282E-04  0.000E+00  3.290E-04  2.560E+03  3.955E-02  2.675E-02\n",
      "   2380     3.910 1.634E-03  6.667E+00  3.962E-02  2.679E-03 -2.525E-02  0.000E+00  5.332E-05  6.637E-04  0.000E+00 -6.821E-05 -6.821E-05    7.17003E-04    1.57001E-03  2.678E-02  3.585E-04  3.585E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  2.000E+00  2.300E+01  1.000E+00  4.517E-01  1.955E+00  3.421E-02 -2.926E-03 -2.485E-02  0.000E+00  3.045E-05  6.277E-04  0.000E+00  3.291E-04  2.560E+03  3.962E-02  2.678E-02\n",
      "   2400     3.943 1.632E-03  6.724E+00  3.951E-02  2.678E-03 -2.526E-02  0.000E+00  5.427E-05  6.640E-04  0.000E+00 -6.873E-05 -6.873E-05    7.18286E-04    1.56109E-03  2.680E-02  3.591E-04  3.591E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  0.000E+00  2.500E+01  1.000E+00  3.946E-01  1.939E+00  3.435E-02 -2.932E-03 -2.484E-02  0.000E+00  3.115E-05  6.273E-04  0.000E+00  3.292E-04  2.560E+03  3.951E-02  2.680E-02\n",
      "   2420     3.976 1.633E-03  6.780E+00  3.931E-02  2.679E-03 -2.526E-02  0.000E+00  5.508E-05  6.645E-04  0.000E+00 -6.931E-05 -6.931E-05    7.19567E-04    1.54500E-03  2.682E-02  3.598E-04  3.598E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.400E+01  1.000E+00  3.781E-01  1.914E+00  3.437E-02 -2.939E-03 -2.484E-02  0.000E+00  3.180E-05  6.267E-04  0.000E+00  3.293E-04  2.560E+03  3.931E-02  2.682E-02\n",
      "   2440     4.008 1.635E-03  6.835E+00  3.890E-02  2.681E-03 -2.527E-02  0.000E+00  5.574E-05  6.651E-04  0.000E+00 -7.002E-05 -7.002E-05    7.20820E-04    1.51349E-03  2.685E-02  3.604E-04  3.604E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  1.000E+00  2.400E+01  1.000E+00  3.948E-01  1.879E+00  3.427E-02 -2.947E-03 -2.483E-02  0.000E+00  3.238E-05  6.263E-04  0.000E+00  3.293E-04  2.560E+03  3.890E-02  2.685E-02\n",
      "   2460     4.041 1.633E-03  6.890E+00  3.837E-02  2.683E-03 -2.527E-02  0.000E+00  5.629E-05  6.657E-04  0.000E+00 -7.067E-05 -7.067E-05    7.21952E-04    1.47224E-03  2.687E-02  3.610E-04  3.610E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  1.000E+00  2.300E+01  1.000E+00  4.037E-01  1.838E+00  3.445E-02 -2.955E-03 -2.482E-02  0.000E+00  3.288E-05  6.259E-04  0.000E+00  3.294E-04  2.560E+03  3.837E-02  2.687E-02\n",
      "   2480     4.074 1.632E-03  6.945E+00  3.828E-02  2.685E-03 -2.527E-02  0.000E+00  5.677E-05  6.663E-04  0.000E+00 -7.135E-05 -7.135E-05    7.23107E-04    1.46513E-03  2.689E-02  3.616E-04  3.616E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  0.000E+00  2.800E+01  1.000E+00  3.331E-01  1.790E+00  3.451E-02 -2.963E-03 -2.481E-02  0.000E+00  3.326E-05  6.256E-04  0.000E+00  3.294E-04  2.560E+03  3.828E-02  2.689E-02\n",
      "   2500     4.106 1.633E-03  7.000E+00  3.880E-02  2.687E-03 -2.528E-02  0.000E+00  5.711E-05  6.670E-04  0.000E+00 -7.199E-05 -7.199E-05    7.24128E-04    1.50536E-03  2.691E-02  3.621E-04  3.621E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.200E+01  1.000E+00  3.085E-01  1.737E+00  3.442E-02 -2.969E-03 -2.480E-02  0.000E+00  3.353E-05  6.254E-04  0.000E+00  3.295E-04  2.560E+03  3.880E-02  2.691E-02\n",
      "   2520     4.139 1.635E-03  7.055E+00  3.974E-02  2.689E-03 -2.528E-02  0.000E+00  5.739E-05  6.677E-04  0.000E+00 -7.254E-05 -7.254E-05    7.25082E-04    1.57928E-03  2.693E-02  3.625E-04  3.625E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  3.221E-01  1.712E+00  3.418E-02 -2.977E-03 -2.480E-02  0.000E+00  3.370E-05  6.253E-04  0.000E+00  3.295E-04  2.560E+03  3.974E-02  2.693E-02\n",
      "   2540     4.172 1.632E-03  7.109E+00  4.054E-02  2.691E-03 -2.528E-02  0.000E+00  5.751E-05  6.684E-04  0.000E+00 -7.309E-05 -7.308E-05    7.25961E-04    1.64336E-03  2.694E-02  3.630E-04  3.630E-06  1.000E+00  9.994E-01  1.000E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  3.701E-01  1.818E+00  3.439E-02 -2.984E-03 -2.479E-02  0.000E+00  3.375E-05  6.254E-04  0.000E+00  3.296E-04  2.560E+03  4.054E-02  2.694E-02\n",
      "   2560     4.204 1.631E-03  7.165E+00  4.132E-02  2.695E-03 -2.528E-02  0.000E+00  5.763E-05  6.692E-04  0.000E+00 -7.352E-05 -7.352E-05    7.26809E-04    1.70760E-03  2.696E-02  3.634E-04  3.634E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  2.937E-01  1.734E+00  3.460E-02 -2.991E-03 -2.478E-02  0.000E+00  3.373E-05  6.254E-04  0.000E+00  3.296E-04  2.560E+03  4.132E-02  2.696E-02\n",
      "   2580     4.237 1.633E-03  7.220E+00  4.196E-02  2.696E-03 -2.528E-02  0.000E+00  5.767E-05  6.699E-04  0.000E+00 -7.390E-05 -7.390E-05    7.27582E-04    1.76065E-03  2.697E-02  3.638E-04  3.638E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  2.400E+01  1.000E+00  2.515E-01  1.680E+00  3.486E-02 -2.997E-03 -2.478E-02  0.000E+00  3.363E-05  6.256E-04  0.000E+00  3.296E-04  2.560E+03  4.196E-02  2.697E-02\n",
      "   2600     4.270 1.635E-03  7.276E+00  4.233E-02  2.697E-03 -2.528E-02  0.000E+00  5.774E-05  6.706E-04  0.000E+00 -7.431E-05 -7.431E-05    7.28342E-04    1.79214E-03  2.699E-02  3.642E-04  3.642E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.800E+01  1.000E+00  2.534E-01  1.784E+00  3.523E-02 -3.002E-03 -2.477E-02  0.000E+00  3.347E-05  6.257E-04  0.000E+00  3.296E-04  2.560E+03  4.233E-02  2.699E-02\n",
      "   2620     4.302 1.633E-03  7.332E+00  4.241E-02  2.700E-03 -2.528E-02  0.000E+00  5.768E-05  6.713E-04  0.000E+00 -7.457E-05 -7.457E-05    7.29019E-04    1.79866E-03  2.700E-02  3.645E-04  3.645E-06  1.000E+00  9.994E-01  1.000E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  2.931E-01  1.831E+00  3.559E-02 -3.009E-03 -2.477E-02  0.000E+00  3.328E-05  6.260E-04  0.000E+00  3.296E-04  2.560E+03  4.241E-02  2.700E-02\n",
      "   2640     4.335 1.632E-03  7.388E+00  4.242E-02  2.703E-03 -2.528E-02  0.000E+00  5.763E-05  6.721E-04  0.000E+00 -7.488E-05 -7.488E-05    7.29691E-04    1.79968E-03  2.701E-02  3.648E-04  3.648E-06  1.000E+00  9.994E-01  1.000E+00  1.000E+01  0.000E+00  2.300E+01  1.000E+00  3.136E-01  1.763E+00  3.590E-02 -3.014E-03 -2.476E-02  0.000E+00  3.308E-05  6.262E-04  0.000E+00  3.296E-04  2.560E+03  4.242E-02  2.701E-02\n",
      "   2660     4.368 1.633E-03  7.444E+00  4.215E-02  2.704E-03 -2.529E-02  0.000E+00  5.767E-05  6.727E-04  0.000E+00 -7.511E-05 -7.511E-05    7.30329E-04    1.77662E-03  2.702E-02  3.652E-04  3.652E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  1.000E+00  2.400E+01  1.000E+00  2.228E-01  1.782E+00  3.608E-02 -3.018E-03 -2.475E-02  0.000E+00  3.285E-05  6.265E-04  0.000E+00  3.297E-04  2.560E+03  4.215E-02  2.702E-02\n",
      "   2680     4.400 1.635E-03  7.499E+00  4.182E-02  2.706E-03 -2.529E-02  0.000E+00  5.768E-05  6.732E-04  0.000E+00 -7.534E-05 -7.534E-05    7.30924E-04    1.74886E-03  2.704E-02  3.655E-04  3.655E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  2.017E-01  1.827E+00  3.609E-02 -3.022E-03 -2.475E-02  0.000E+00  3.260E-05  6.267E-04  0.000E+00  3.296E-04  2.560E+03  4.182E-02  2.704E-02\n",
      "   2700     4.433 1.634E-03  7.554E+00  4.207E-02  2.710E-03 -2.529E-02  0.000E+00  5.770E-05  6.738E-04  0.000E+00 -7.557E-05 -7.557E-05    7.31517E-04    1.76964E-03  2.705E-02  3.658E-04  3.658E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  2.238E-01  1.778E+00  3.614E-02 -3.028E-03 -2.474E-02  0.000E+00  3.240E-05  6.269E-04  0.000E+00  3.297E-04  2.560E+03  4.207E-02  2.705E-02\n",
      "   2720     4.466 1.632E-03  7.610E+00  4.222E-02  2.716E-03 -2.529E-02  0.000E+00  5.773E-05  6.744E-04  0.000E+00 -7.586E-05 -7.586E-05    7.32147E-04    1.78268E-03  2.706E-02  3.661E-04  3.661E-06  1.000E+00  9.996E-01  1.000E+00  1.000E+01  0.000E+00  2.300E+01  1.000E+00  2.816E-01  1.733E+00  3.612E-02 -3.037E-03 -2.474E-02  0.000E+00  3.225E-05  6.272E-04  0.000E+00  3.297E-04  2.560E+03  4.222E-02  2.706E-02\n",
      "   2740     4.498 1.632E-03  7.666E+00  4.202E-02  2.723E-03 -2.529E-02  0.000E+00  5.785E-05  6.749E-04  0.000E+00 -7.611E-05 -7.612E-05    7.32730E-04    1.76535E-03  2.707E-02  3.664E-04  3.664E-06  1.000E+00  9.994E-01  1.000E+00  1.000E+01  1.000E+00  2.600E+01  1.000E+00  2.708E-01  1.755E+00  3.610E-02 -3.045E-03 -2.473E-02  0.000E+00  3.211E-05  6.274E-04  0.000E+00  3.298E-04  2.560E+03  4.202E-02  2.707E-02\n",
      "   2760     4.531 1.633E-03  7.721E+00  4.188E-02  2.728E-03 -2.529E-02  0.000E+00  5.812E-05  6.753E-04  0.000E+00 -7.636E-05 -7.636E-05    7.33382E-04    1.75382E-03  2.708E-02  3.667E-04  3.667E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  1.000E+00  2.700E+01  1.000E+00  1.933E-01  1.807E+00  3.610E-02 -3.051E-03 -2.473E-02  0.000E+00  3.197E-05  6.276E-04  0.000E+00  3.298E-04  2.560E+03  4.188E-02  2.708E-02\n",
      "   2780     4.564 1.634E-03  7.780E+00  4.174E-02  2.734E-03 -2.528E-02  0.000E+00  5.834E-05  6.757E-04  0.000E+00 -7.666E-05 -7.666E-05    7.34061E-04    1.74209E-03  2.709E-02  3.670E-04  3.670E-06  1.000E+00  9.993E-01  1.000E+00  1.000E+01  1.000E+00  2.800E+01  1.000E+00  1.837E-01  1.869E+00  3.601E-02 -3.058E-03 -2.472E-02  0.000E+00  3.185E-05  6.278E-04  0.000E+00  3.298E-04  2.560E+03  4.174E-02  2.709E-02\n",
      "   2800     4.596 1.634E-03  7.835E+00  4.147E-02  2.741E-03 -2.528E-02  0.000E+00  5.872E-05  6.761E-04  0.000E+00 -7.700E-05 -7.700E-05    7.34827E-04    1.71935E-03  2.711E-02  3.674E-04  3.674E-06  1.000E+00  9.996E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  2.229E-01  1.932E+00  3.621E-02 -3.064E-03 -2.472E-02  0.000E+00  3.175E-05  6.280E-04  0.000E+00  3.299E-04  2.560E+03  4.147E-02  2.711E-02\n",
      "   2820     4.629 1.632E-03  7.892E+00  4.109E-02  2.750E-03 -2.528E-02  0.000E+00  5.917E-05  6.765E-04  0.000E+00 -7.720E-05 -7.721E-05    7.35655E-04    1.68870E-03  2.712E-02  3.678E-04  3.678E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  2.959E-01  1.962E+00  3.631E-02 -3.074E-03 -2.472E-02  0.000E+00  3.172E-05  6.282E-04  0.000E+00  3.299E-04  2.560E+03  4.109E-02  2.712E-02\n",
      "   2840     4.661 1.631E-03  7.947E+00  4.134E-02  2.761E-03 -2.528E-02  0.000E+00  5.977E-05  6.768E-04  0.000E+00 -7.768E-05 -7.768E-05    7.36581E-04    1.70888E-03  2.714E-02  3.683E-04  3.683E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  1.000E+00  2.700E+01  1.000E+00  2.703E-01  1.961E+00  3.645E-02 -3.085E-03 -2.471E-02  0.000E+00  3.172E-05  6.283E-04  0.000E+00  3.300E-04  2.560E+03  4.134E-02  2.714E-02\n",
      "   2860     4.694 1.632E-03  8.004E+00  4.218E-02  2.771E-03 -2.528E-02  0.000E+00  6.043E-05  6.772E-04  0.000E+00 -7.796E-05 -7.797E-05    7.37668E-04    1.77875E-03  2.716E-02  3.688E-04  3.688E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.600E+01  1.000E+00  2.064E-01  1.929E+00  3.659E-02 -3.094E-03 -2.471E-02  0.000E+00  3.173E-05  6.283E-04  0.000E+00  3.300E-04  2.560E+03  4.218E-02  2.716E-02\n",
      "   2880     4.727 1.634E-03  8.059E+00  4.134E-02  2.783E-03 -2.528E-02  0.000E+00  6.104E-05  6.778E-04  0.000E+00 -7.820E-05 -7.820E-05    7.38846E-04    1.70900E-03  2.718E-02  3.694E-04  3.694E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  2.000E+00  2.600E+01  1.000E+00  2.155E-01  1.868E+00  3.676E-02 -3.104E-03 -2.470E-02  0.000E+00  3.179E-05  6.282E-04  0.000E+00  3.300E-04  2.560E+03  4.134E-02  2.718E-02\n",
      "   2900     4.759 1.633E-03  8.115E+00  4.232E-02  2.798E-03 -2.529E-02  0.000E+00  6.169E-05  6.784E-04  0.000E+00 -7.856E-05 -7.856E-05    7.40136E-04    1.79122E-03  2.721E-02  3.701E-04  3.701E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  2.705E-01  1.781E+00  3.707E-02 -3.118E-03 -2.469E-02  0.000E+00  3.191E-05  6.281E-04  0.000E+00  3.300E-04  2.560E+03  4.232E-02  2.721E-02\n",
      "   2920     4.792 1.631E-03  8.171E+00  4.121E-02  2.811E-03 -2.529E-02  0.000E+00  6.226E-05  6.792E-04  0.000E+00 -7.893E-05 -7.893E-05    7.41471E-04    1.69785E-03  2.723E-02  3.707E-04  3.707E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  3.515E-01  1.767E+00  3.728E-02 -3.130E-03 -2.468E-02  0.000E+00  3.205E-05  6.280E-04  0.000E+00  3.300E-04  2.560E+03  4.121E-02  2.723E-02\n",
      "   2940     4.825 1.631E-03  8.227E+00  4.267E-02  2.822E-03 -2.529E-02  0.000E+00  6.282E-05  6.801E-04  0.000E+00 -7.924E-05 -7.924E-05    7.42887E-04    1.82093E-03  2.726E-02  3.714E-04  3.714E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  2.600E+01  1.000E+00  3.206E-01  1.882E+00  3.720E-02 -3.139E-03 -2.467E-02  0.000E+00  3.218E-05  6.278E-04  0.000E+00  3.300E-04  2.560E+03  4.267E-02  2.726E-02\n",
      "   2960     4.857 1.633E-03  8.282E+00  4.355E-02  2.834E-03 -2.530E-02  0.000E+00  6.326E-05  6.811E-04  0.000E+00 -7.954E-05 -7.954E-05    7.44391E-04    1.89639E-03  2.728E-02  3.722E-04  3.722E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  0.000E+00  2.500E+01  1.000E+00  2.782E-01  1.976E+00  3.719E-02 -3.148E-03 -2.466E-02  0.000E+00  3.234E-05  6.275E-04  0.000E+00  3.299E-04  2.560E+03  4.355E-02  2.728E-02\n",
      "   2980     4.890 1.634E-03  8.338E+00  4.418E-02  2.846E-03 -2.530E-02  0.000E+00  6.375E-05  6.822E-04  0.000E+00 -7.982E-05 -7.982E-05    7.45916E-04    1.95195E-03  2.731E-02  3.730E-04  3.730E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  1.000E+00  2.800E+01  1.000E+00  3.070E-01  2.042E+00  3.745E-02 -3.158E-03 -2.465E-02  0.000E+00  3.256E-05  6.273E-04  0.000E+00  3.299E-04  2.560E+03  4.418E-02  2.731E-02\n",
      "   3000     4.923 1.631E-03  8.394E+00  4.384E-02  2.859E-03 -2.531E-02  0.000E+00  6.417E-05  6.835E-04  0.000E+00 -8.018E-05 -8.018E-05    7.47643E-04    1.92234E-03  2.734E-02  3.738E-04  3.738E-06  1.000E+00  9.996E-01  1.001E+00  1.000E+01  0.000E+00  2.800E+01  1.000E+00  3.681E-01  2.075E+00  3.758E-02 -3.167E-03 -2.464E-02  0.000E+00  3.283E-05  6.269E-04  0.000E+00  3.299E-04  2.560E+03  4.384E-02  2.734E-02\n",
      "   3020     4.955 1.630E-03  8.450E+00  4.482E-02  2.869E-03 -2.532E-02  0.000E+00  6.460E-05  6.849E-04  0.000E+00 -8.054E-05 -8.054E-05    7.49533E-04    2.00858E-03  2.738E-02  3.748E-04  3.748E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  2.737E-01  2.073E+00  3.750E-02 -3.174E-03 -2.463E-02  0.000E+00  3.310E-05  6.265E-04  0.000E+00  3.298E-04  2.560E+03  4.482E-02  2.738E-02\n",
      "   3040     4.988 1.632E-03  8.506E+00  4.632E-02  2.878E-03 -2.533E-02  0.000E+00  6.502E-05  6.865E-04  0.000E+00 -8.095E-05 -8.095E-05    7.51516E-04    2.14563E-03  2.741E-02  3.758E-04  3.758E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  2.399E-01  2.032E+00  3.768E-02 -3.180E-03 -2.461E-02  0.000E+00  3.339E-05  6.261E-04  0.000E+00  3.297E-04  2.560E+03  4.632E-02  2.741E-02\n",
      "   3060     5.021 1.635E-03  8.562E+00  4.705E-02  2.888E-03 -2.534E-02  0.000E+00  6.547E-05  6.880E-04  0.000E+00 -8.124E-05 -8.124E-05    7.53498E-04    2.21415E-03  2.745E-02  3.767E-04  3.767E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  1.000E+00  2.500E+01  1.000E+00  2.514E-01  1.956E+00  3.803E-02 -3.185E-03 -2.460E-02  0.000E+00  3.373E-05  6.256E-04  0.000E+00  3.297E-04  2.560E+03  4.705E-02  2.745E-02\n",
      "   3080     5.053 1.632E-03  8.619E+00  4.661E-02  2.897E-03 -2.535E-02  0.000E+00  6.599E-05  6.896E-04  0.000E+00 -8.148E-05 -8.148E-05    7.55560E-04    2.17262E-03  2.749E-02  3.778E-04  3.778E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.600E+01  1.000E+00  2.977E-01  1.859E+00  3.851E-02 -3.190E-03 -2.458E-02  0.000E+00  3.410E-05  6.252E-04  0.000E+00  3.297E-04  2.560E+03  4.661E-02  2.749E-02\n",
      "   3100     5.086 1.630E-03  8.675E+00  4.525E-02  2.906E-03 -2.536E-02  0.000E+00  6.651E-05  6.913E-04  0.000E+00 -8.181E-05 -8.181E-05    7.57781E-04    2.04790E-03  2.753E-02  3.789E-04  3.789E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  2.500E+01  1.000E+00  2.146E-01  1.852E+00  3.898E-02 -3.194E-03 -2.457E-02  0.000E+00  3.451E-05  6.248E-04  0.000E+00  3.296E-04  2.560E+03  4.525E-02  2.753E-02\n",
      "   3120     5.118 1.631E-03  8.731E+00  4.742E-02  2.913E-03 -2.537E-02  0.000E+00  6.719E-05  6.928E-04  0.000E+00 -8.194E-05 -8.194E-05    7.59978E-04    2.24861E-03  2.757E-02  3.800E-04  3.800E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.300E+01  1.000E+00  1.730E-01  1.947E+00  3.944E-02 -3.197E-03 -2.455E-02  0.000E+00  3.498E-05  6.243E-04  0.000E+00  3.296E-04  2.560E+03  4.742E-02  2.757E-02\n",
      "   3140     5.151 1.636E-03  8.787E+00  4.829E-02  2.922E-03 -2.538E-02  0.000E+00  6.797E-05  6.942E-04  0.000E+00 -8.207E-05 -8.207E-05    7.62149E-04    2.33158E-03  2.761E-02  3.811E-04  3.811E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  1.000E+00  2.500E+01  1.000E+00  1.794E-01  2.021E+00  3.996E-02 -3.200E-03 -2.454E-02  0.000E+00  3.551E-05  6.239E-04  0.000E+00  3.297E-04  2.560E+03  4.829E-02  2.761E-02\n",
      "   3160     5.184 1.633E-03  8.843E+00  4.823E-02  2.929E-03 -2.539E-02  0.000E+00  6.883E-05  6.956E-04  0.000E+00 -8.216E-05 -8.216E-05    7.64382E-04    2.32613E-03  2.765E-02  3.822E-04  3.822E-06  1.000E+00  9.995E-01  1.000E+00  1.000E+01  0.000E+00  2.500E+01  1.000E+00  2.273E-01  2.069E+00  4.054E-02 -3.202E-03 -2.453E-02  0.000E+00  3.606E-05  6.236E-04  0.000E+00  3.298E-04  2.560E+03  4.823E-02  2.765E-02\n",
      "   3180     5.216 1.630E-03  8.899E+00  4.936E-02  2.935E-03 -2.540E-02  0.000E+00  6.974E-05  6.969E-04  0.000E+00 -8.205E-05 -8.205E-05    7.66658E-04    2.43592E-03  2.769E-02  3.833E-04  3.833E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  1.000E+00  2.400E+01  1.000E+00  1.644E-01  2.085E+00  4.110E-02 -3.202E-03 -2.451E-02  0.000E+00  3.662E-05  6.232E-04  0.000E+00  3.299E-04  2.560E+03  4.936E-02  2.769E-02\n",
      "   3200     5.249 1.631E-03  8.955E+00  4.995E-02  2.938E-03 -2.541E-02  0.000E+00  7.063E-05  6.981E-04  0.000E+00 -8.188E-05 -8.188E-05    7.68769E-04    2.49546E-03  2.773E-02  3.844E-04  3.844E-06  1.000E+00  9.990E-01  1.001E+00  1.000E+01  1.000E+00  2.600E+01  1.000E+00  1.252E-01  2.072E+00  4.161E-02 -3.199E-03 -2.450E-02  0.000E+00  3.721E-05  6.229E-04  0.000E+00  3.300E-04  2.560E+03  4.995E-02  2.773E-02\n",
      "   3220     5.282 1.635E-03  9.010E+00  5.074E-02  2.938E-03 -2.542E-02  0.000E+00  7.152E-05  6.994E-04  0.000E+00 -8.156E-05 -8.156E-05    7.70890E-04    2.57411E-03  2.776E-02  3.854E-04  3.854E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.600E+01  1.000E+00  1.360E-01  2.029E+00  4.204E-02 -3.193E-03 -2.448E-02  0.000E+00  3.783E-05  6.224E-04  0.000E+00  3.301E-04  2.560E+03  5.074E-02  2.776E-02\n",
      "   3240     5.314 1.635E-03  9.068E+00  5.026E-02  2.937E-03 -2.542E-02  0.000E+00  7.261E-05  7.005E-04  0.000E+00 -8.114E-05 -8.114E-05    7.73104E-04    2.52640E-03  2.780E-02  3.865E-04  3.865E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  1.923E-01  1.964E+00  4.238E-02 -3.185E-03 -2.447E-02  0.000E+00  3.844E-05  6.220E-04  0.000E+00  3.302E-04  2.560E+03  5.026E-02  2.780E-02\n",
      "   3260     5.347 1.631E-03  9.127E+00  4.948E-02  2.936E-03 -2.543E-02  0.000E+00  7.383E-05  7.014E-04  0.000E+00 -8.089E-05 -8.089E-05    7.75222E-04    2.44840E-03  2.784E-02  3.876E-04  3.876E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  2.600E+01  1.000E+00  1.163E-01  1.885E+00  4.260E-02 -3.176E-03 -2.446E-02  0.000E+00  3.904E-05  6.217E-04  0.000E+00  3.304E-04  2.560E+03  4.948E-02  2.784E-02\n",
      "   3280     5.380 1.632E-03  9.185E+00  4.877E-02  2.931E-03 -2.544E-02  0.000E+00  7.479E-05  7.023E-04  0.000E+00 -8.051E-05 -8.051E-05    7.77104E-04    2.37815E-03  2.788E-02  3.885E-04  3.885E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  2.600E+01  1.000E+00  9.130E-02  1.834E+00  4.289E-02 -3.164E-03 -2.445E-02  0.000E+00  3.968E-05  6.216E-04  0.000E+00  3.306E-04  2.560E+03  4.877E-02  2.788E-02\n",
      "   3300     5.412 1.634E-03  9.242E+00  4.984E-02  2.924E-03 -2.544E-02  0.000E+00  7.570E-05  7.031E-04  0.000E+00 -8.013E-05 -8.013E-05    7.78756E-04    2.48425E-03  2.791E-02  3.894E-04  3.894E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  2.600E+01  1.000E+00  1.162E-01  1.855E+00  4.307E-02 -3.150E-03 -2.444E-02  0.000E+00  4.036E-05  6.214E-04  0.000E+00  3.309E-04  2.560E+03  4.984E-02  2.791E-02\n",
      "   3320     5.445 1.635E-03  9.299E+00  5.082E-02  2.917E-03 -2.544E-02  0.000E+00  7.669E-05  7.037E-04  0.000E+00 -7.975E-05 -7.975E-05    7.80361E-04    2.58265E-03  2.793E-02  3.902E-04  3.902E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  1.575E-01  1.901E+00  4.313E-02 -3.135E-03 -2.444E-02  0.000E+00  4.102E-05  6.212E-04  0.000E+00  3.311E-04  2.560E+03  5.082E-02  2.793E-02\n",
      "   3340     5.478 1.633E-03  9.357E+00  5.124E-02  2.910E-03 -2.545E-02  0.000E+00  7.763E-05  7.041E-04  0.000E+00 -7.945E-05 -7.945E-05    7.81774E-04    2.62592E-03  2.796E-02  3.909E-04  3.909E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  2.600E+01  1.000E+00  8.772E-02  1.913E+00  4.337E-02 -3.120E-03 -2.443E-02  0.000E+00  4.166E-05  6.210E-04  0.000E+00  3.313E-04  2.560E+03  5.124E-02  2.796E-02\n",
      "   3360     5.510 1.632E-03  9.414E+00  5.113E-02  2.902E-03 -2.545E-02  0.000E+00  7.843E-05  7.045E-04  0.000E+00 -7.922E-05 -7.922E-05    7.82888E-04    2.61463E-03  2.798E-02  3.914E-04  3.914E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  2.500E+01  1.000E+00  7.494E-02  1.890E+00  4.356E-02 -3.104E-03 -2.442E-02  0.000E+00  4.230E-05  6.209E-04  0.000E+00  3.316E-04  2.560E+03  5.113E-02  2.798E-02\n",
      "   3380     5.543 1.633E-03  9.470E+00  5.078E-02  2.892E-03 -2.545E-02  0.000E+00  7.929E-05  7.045E-04  0.000E+00 -7.889E-05 -7.890E-05    7.83759E-04    2.57868E-03  2.800E-02  3.919E-04  3.919E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  2.500E+01  1.000E+00  1.118E-01  1.846E+00  4.363E-02 -3.085E-03 -2.442E-02  0.000E+00  4.297E-05  6.209E-04  0.000E+00  3.319E-04  2.560E+03  5.078E-02  2.800E-02\n",
      "   3400     5.576 1.633E-03  9.527E+00  4.983E-02  2.883E-03 -2.545E-02  0.000E+00  8.031E-05  7.043E-04  0.000E+00 -7.864E-05 -7.864E-05    7.84634E-04    2.48277E-03  2.801E-02  3.923E-04  3.923E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  2.400E+01  1.000E+00  1.464E-01  1.789E+00  4.358E-02 -3.068E-03 -2.442E-02  0.000E+00  4.364E-05  6.208E-04  0.000E+00  3.322E-04  2.560E+03  4.983E-02  2.801E-02\n",
      "   3420     5.608 1.635E-03  9.583E+00  4.872E-02  2.873E-03 -2.545E-02  0.000E+00  8.126E-05  7.043E-04  0.000E+00 -7.844E-05 -7.844E-05    7.85574E-04    2.37362E-03  2.803E-02  3.928E-04  3.928E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  2.600E+01  1.000E+00  8.315E-02  1.814E+00  4.342E-02 -3.050E-03 -2.441E-02  0.000E+00  4.431E-05  6.207E-04  0.000E+00  3.325E-04  2.560E+03  4.872E-02  2.803E-02\n",
      "   3440     5.641 1.632E-03  9.640E+00  4.843E-02  2.863E-03 -2.545E-02  0.000E+00  8.249E-05  7.039E-04  0.000E+00 -7.818E-05 -7.818E-05    7.86414E-04    2.34576E-03  2.804E-02  3.932E-04  3.932E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  2.900E+01  1.000E+00  7.320E-02  1.895E+00  4.313E-02 -3.031E-03 -2.441E-02  0.000E+00  4.497E-05  6.206E-04  0.000E+00  3.328E-04  2.560E+03  4.843E-02  2.804E-02\n",
      "   3460     5.674 1.633E-03  9.696E+00  4.838E-02  2.852E-03 -2.545E-02  0.000E+00  8.350E-05  7.037E-04  0.000E+00 -7.795E-05 -7.795E-05    7.87159E-04    2.34049E-03  2.806E-02  3.936E-04  3.936E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  2.900E+01  1.000E+00  1.104E-01  1.932E+00  4.270E-02 -3.010E-03 -2.441E-02  0.000E+00  4.564E-05  6.205E-04  0.000E+00  3.331E-04  2.560E+03  4.838E-02  2.806E-02\n",
      "   3480     5.706 1.631E-03  9.752E+00  4.807E-02  2.843E-03 -2.544E-02  0.000E+00  8.448E-05  7.035E-04  0.000E+00 -7.786E-05 -7.786E-05    7.87945E-04    2.31058E-03  2.807E-02  3.940E-04  3.940E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  1.640E-01  1.919E+00  4.244E-02 -2.992E-03 -2.441E-02  0.000E+00  4.632E-05  6.204E-04  0.000E+00  3.334E-04  2.560E+03  4.807E-02  2.807E-02\n",
      "   3500     5.739 1.631E-03  9.807E+00  5.066E-02  2.837E-03 -2.544E-02  0.000E+00  8.573E-05  7.032E-04  0.000E+00 -7.790E-05 -7.790E-05    7.88938E-04    2.56693E-03  2.809E-02  3.945E-04  3.945E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  9.657E-02  1.866E+00  4.261E-02 -2.977E-03 -2.441E-02  0.000E+00  4.699E-05  6.202E-04  0.000E+00  3.336E-04  2.560E+03  5.066E-02  2.809E-02\n",
      "   3520     5.772 1.631E-03  9.864E+00  5.369E-02  2.832E-03 -2.544E-02  0.000E+00  8.690E-05  7.031E-04  0.000E+00 -7.826E-05 -7.826E-05    7.89966E-04    2.88279E-03  2.811E-02  3.950E-04  3.950E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.500E+01  1.000E+00  8.171E-02  1.929E+00  4.266E-02 -2.962E-03 -2.441E-02  0.000E+00  4.764E-05  6.200E-04  0.000E+00  3.338E-04  2.560E+03  5.369E-02  2.811E-02\n",
      "   3540     5.804 1.629E-03  9.920E+00  5.392E-02  2.826E-03 -2.543E-02  0.000E+00  8.798E-05  7.030E-04  0.000E+00 -7.870E-05 -7.870E-05    7.90943E-04    2.90698E-03  2.812E-02  3.955E-04  3.955E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  1.088E-01  2.034E+00  4.260E-02 -2.946E-03 -2.442E-02  0.000E+00  4.819E-05  6.199E-04  0.000E+00  3.340E-04  2.560E+03  5.392E-02  2.812E-02\n",
      "   3560     5.837 1.631E-03  9.978E+00  5.186E-02  2.819E-03 -2.543E-02  0.000E+00  8.887E-05  7.030E-04  0.000E+00 -7.931E-05 -7.931E-05    7.91854E-04    2.68896E-03  2.814E-02  3.959E-04  3.959E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.300E+01  1.000E+00  1.718E-01  2.115E+00  4.243E-02 -2.930E-03 -2.442E-02  0.000E+00  4.864E-05  6.198E-04  0.000E+00  3.342E-04  2.560E+03  5.186E-02  2.814E-02\n",
      "   3580     5.869 1.629E-03  1.003E+01  5.312E-02  2.815E-03 -2.542E-02  0.000E+00  8.963E-05  7.030E-04  0.000E+00 -8.006E-05 -8.006E-05    7.92608E-04    2.82168E-03  2.815E-02  3.963E-04  3.963E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  1.224E-01  2.140E+00  4.210E-02 -2.916E-03 -2.442E-02  0.000E+00  4.905E-05  6.198E-04  0.000E+00  3.344E-04  2.560E+03  5.312E-02  2.815E-02\n",
      "   3600     5.902 1.631E-03  1.009E+01  5.650E-02  2.812E-03 -2.541E-02  0.000E+00  9.029E-05  7.030E-04  0.000E+00 -8.088E-05 -8.088E-05    7.93263E-04    3.19169E-03  2.816E-02  3.966E-04  3.966E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  2.800E+01  1.000E+00  9.495E-02  2.112E+00  4.164E-02 -2.902E-03 -2.443E-02  0.000E+00  4.937E-05  6.199E-04  0.000E+00  3.346E-04  2.560E+03  5.650E-02  2.816E-02\n",
      "   3620     5.935 1.629E-03  1.015E+01  5.702E-02  2.809E-03 -2.540E-02  0.000E+00  9.077E-05  7.030E-04  0.000E+00 -8.186E-05 -8.186E-05    7.93769E-04    3.25146E-03  2.817E-02  3.969E-04  3.969E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  2.700E+01  1.000E+00  1.115E-01  2.072E+00  4.120E-02 -2.889E-03 -2.444E-02  0.000E+00  4.955E-05  6.201E-04  0.000E+00  3.348E-04  2.560E+03  5.702E-02  2.817E-02\n",
      "   3640     5.967 1.631E-03  1.020E+01  5.467E-02  2.807E-03 -2.539E-02  0.000E+00  9.105E-05  7.030E-04  0.000E+00 -8.265E-05 -8.265E-05    7.94075E-04    2.98838E-03  2.818E-02  3.970E-04  3.970E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  2.800E+01  1.000E+00  1.654E-01  2.161E+00  4.098E-02 -2.876E-03 -2.445E-02  0.000E+00  4.958E-05  6.204E-04  0.000E+00  3.350E-04  2.560E+03  5.467E-02  2.818E-02\n",
      "   3660     6.000 1.630E-03  1.026E+01  5.363E-02  2.807E-03 -2.538E-02  0.000E+00  9.112E-05  7.032E-04  0.000E+00 -8.348E-05 -8.348E-05    7.94303E-04    2.87640E-03  2.818E-02  3.971E-04  3.971E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  1.648E-01  2.263E+00  4.078E-02 -2.867E-03 -2.446E-02  0.000E+00  4.946E-05  6.208E-04  0.000E+00  3.351E-04  2.560E+03  5.363E-02  2.818E-02\n",
      "   3680     6.032 1.630E-03  1.031E+01  5.756E-02  2.811E-03 -2.537E-02  0.000E+00  9.117E-05  7.032E-04  0.000E+00 -8.434E-05 -8.434E-05    7.94408E-04    3.31342E-03  2.819E-02  3.972E-04  3.972E-06  1.000E+00  9.992E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.243E-01  2.336E+00  4.119E-02 -2.860E-03 -2.447E-02  0.000E+00  4.923E-05  6.213E-04  0.000E+00  3.353E-04  2.560E+03  5.756E-02  2.819E-02\n",
      "   3700     6.065 1.632E-03  1.037E+01  5.881E-02  2.813E-03 -2.536E-02  0.000E+00  9.088E-05  7.035E-04  0.000E+00 -8.486E-05 -8.486E-05    7.94366E-04    3.45909E-03  2.818E-02  3.972E-04  3.972E-06  1.000E+00  9.995E-01  1.001E+00  1.000E+01  0.000E+00  3.800E+01  1.000E+00  1.266E-01  2.341E+00  4.143E-02 -2.851E-03 -2.448E-02  0.000E+00  4.884E-05  6.219E-04  0.000E+00  3.354E-04  2.560E+03  5.881E-02  2.818E-02\n",
      "   3720     6.098 1.631E-03  1.043E+01  5.738E-02  2.816E-03 -2.535E-02  0.000E+00  9.042E-05  7.038E-04  0.000E+00 -8.545E-05 -8.545E-05    7.94197E-04    3.29200E-03  2.818E-02  3.971E-04  3.971E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  1.000E+00  3.300E+01  1.000E+00  1.708E-01  2.272E+00  4.124E-02 -2.845E-03 -2.449E-02  0.000E+00  4.832E-05  6.226E-04  0.000E+00  3.355E-04  2.560E+03  5.738E-02  2.818E-02\n",
      "   3740     6.130 1.629E-03  1.048E+01  5.271E-02  2.821E-03 -2.534E-02  0.000E+00  8.967E-05  7.043E-04  0.000E+00 -8.565E-05 -8.565E-05    7.93936E-04    2.77795E-03  2.818E-02  3.970E-04  3.970E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  1.000E+00  3.100E+01  1.000E+00  2.276E-01  2.241E+00  4.101E-02 -2.839E-03 -2.449E-02  0.000E+00  4.766E-05  6.233E-04  0.000E+00  3.355E-04  2.560E+03  5.271E-02  2.818E-02\n",
      "   3760     6.163 1.628E-03  1.054E+01  5.350E-02  2.829E-03 -2.534E-02  0.000E+00  8.895E-05  7.048E-04  0.000E+00 -8.586E-05 -8.586E-05    7.93751E-04    2.86249E-03  2.817E-02  3.969E-04  3.969E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.000E+01  1.000E+00  1.865E-01  2.331E+00  4.108E-02 -2.836E-03 -2.450E-02  0.000E+00  4.691E-05  6.240E-04  0.000E+00  3.355E-04  2.560E+03  5.350E-02  2.817E-02\n",
      "   3780     6.195 1.628E-03  1.059E+01  5.586E-02  2.838E-03 -2.533E-02  0.000E+00  8.834E-05  7.053E-04  0.000E+00 -8.582E-05 -8.583E-05    7.93661E-04    3.12048E-03  2.817E-02  3.968E-04  3.968E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  1.780E-01  2.429E+00  4.097E-02 -2.834E-03 -2.451E-02  0.000E+00  4.609E-05  6.247E-04  0.000E+00  3.354E-04  2.560E+03  5.586E-02  2.817E-02\n",
      "   3800     6.228 1.629E-03  1.065E+01  5.588E-02  2.846E-03 -2.533E-02  0.000E+00  8.755E-05  7.061E-04  0.000E+00 -8.578E-05 -8.578E-05    7.93643E-04    3.12309E-03  2.817E-02  3.968E-04  3.968E-06  1.000E+00  9.992E-01  1.001E+00  1.000E+01  1.000E+00  3.900E+01  1.000E+00  2.030E-01  2.484E+00  4.052E-02 -2.832E-03 -2.451E-02  0.000E+00  4.522E-05  6.255E-04  0.000E+00  3.354E-04  2.560E+03  5.588E-02  2.817E-02\n",
      "   3820     6.261 1.631E-03  1.071E+01  5.280E-02  2.857E-03 -2.532E-02  0.000E+00  8.688E-05  7.069E-04  0.000E+00 -8.562E-05 -8.562E-05    7.93800E-04    2.78793E-03  2.817E-02  3.969E-04  3.969E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  1.000E+00  3.900E+01  1.000E+00  2.428E-01  2.470E+00  3.999E-02 -2.833E-03 -2.452E-02  0.000E+00  4.438E-05  6.262E-04  0.000E+00  3.353E-04  2.560E+03  5.280E-02  2.817E-02\n",
      "   3840     6.293 1.632E-03  1.076E+01  4.859E-02  2.871E-03 -2.532E-02  0.000E+00  8.632E-05  7.078E-04  0.000E+00 -8.520E-05 -8.520E-05    7.94135E-04    2.36123E-03  2.818E-02  3.971E-04  3.971E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  2.827E-01  2.389E+00  4.042E-02 -2.836E-03 -2.452E-02  0.000E+00  4.356E-05  6.269E-04  0.000E+00  3.352E-04  2.560E+03  4.859E-02  2.818E-02\n",
      "   3860     6.326 1.630E-03  1.082E+01  5.016E-02  2.886E-03 -2.532E-02  0.000E+00  8.592E-05  7.085E-04  0.000E+00 -8.484E-05 -8.484E-05    7.94445E-04    2.51639E-03  2.819E-02  3.972E-04  3.972E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  2.755E-01  2.374E+00  4.076E-02 -2.840E-03 -2.452E-02  0.000E+00  4.282E-05  6.276E-04  0.000E+00  3.352E-04  2.560E+03  5.016E-02  2.819E-02\n",
      "   3880     6.358 1.630E-03  1.087E+01  5.091E-02  2.901E-03 -2.531E-02  0.000E+00  8.549E-05  7.093E-04  0.000E+00 -8.423E-05 -8.424E-05    7.94832E-04    2.59193E-03  2.819E-02  3.974E-04  3.974E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  2.849E-01  2.454E+00  4.103E-02 -2.845E-03 -2.453E-02  0.000E+00  4.215E-05  6.283E-04  0.000E+00  3.352E-04  2.560E+03  5.091E-02  2.819E-02\n",
      "   3900     6.391 1.629E-03  1.093E+01  4.947E-02  2.915E-03 -2.531E-02  0.000E+00  8.525E-05  7.102E-04  0.000E+00 -8.347E-05 -8.348E-05    7.95424E-04    2.44691E-03  2.820E-02  3.977E-04  3.977E-06  1.000E+00  9.992E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  2.565E-01  2.537E+00  4.128E-02 -2.849E-03 -2.453E-02  0.000E+00  4.160E-05  6.290E-04  0.000E+00  3.353E-04  2.560E+03  4.947E-02  2.820E-02\n",
      "   3920     6.424 1.629E-03  1.099E+01  4.888E-02  2.930E-03 -2.531E-02  0.000E+00  8.512E-05  7.112E-04  0.000E+00 -8.268E-05 -8.268E-05    7.96315E-04    2.38944E-03  2.822E-02  3.982E-04  3.982E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  2.812E-01  2.578E+00  4.155E-02 -2.854E-03 -2.454E-02  0.000E+00  4.122E-05  6.296E-04  0.000E+00  3.354E-04  2.560E+03  4.888E-02  2.822E-02\n",
      "   3940     6.456 1.628E-03  1.105E+01  4.934E-02  2.945E-03 -2.530E-02  0.000E+00  8.526E-05  7.124E-04  0.000E+00 -8.182E-05 -8.182E-05    7.97630E-04    2.43446E-03  2.824E-02  3.988E-04  3.988E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  1.000E+00  3.600E+01  1.000E+00  2.780E-01  2.562E+00  4.184E-02 -2.858E-03 -2.454E-02  0.000E+00  4.099E-05  6.300E-04  0.000E+00  3.355E-04  2.560E+03  4.934E-02  2.824E-02\n",
      "   3960     6.489 1.629E-03  1.110E+01  4.913E-02  2.963E-03 -2.531E-02  0.000E+00  8.575E-05  7.135E-04  0.000E+00 -8.128E-05 -8.128E-05    7.99249E-04    2.41409E-03  2.827E-02  3.996E-04  3.996E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  1.978E-01  2.490E+00  4.211E-02 -2.866E-03 -2.454E-02  0.000E+00  4.096E-05  6.303E-04  0.000E+00  3.356E-04  2.560E+03  4.913E-02  2.827E-02\n",
      "   3980     6.521 1.629E-03  1.116E+01  4.886E-02  2.982E-03 -2.531E-02  0.000E+00  8.635E-05  7.146E-04  0.000E+00 -8.076E-05 -8.076E-05    8.00965E-04    2.38766E-03  2.830E-02  4.005E-04  4.005E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  2.048E-01  2.493E+00  4.232E-02 -2.875E-03 -2.454E-02  0.000E+00  4.112E-05  6.306E-04  0.000E+00  3.359E-04  2.560E+03  4.886E-02  2.830E-02\n",
      "   4000     6.554 1.629E-03  1.122E+01  4.819E-02  2.999E-03 -2.531E-02  0.000E+00  8.727E-05  7.156E-04  0.000E+00 -8.014E-05 -8.014E-05    8.02920E-04    2.32247E-03  2.834E-02  4.015E-04  4.015E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  2.741E-01  2.529E+00  4.246E-02 -2.882E-03 -2.454E-02  0.000E+00  4.142E-05  6.307E-04  0.000E+00  3.361E-04  2.560E+03  4.819E-02  2.834E-02\n",
      "   4020     6.586 1.628E-03  1.127E+01  4.813E-02  3.014E-03 -2.532E-02  0.000E+00  8.818E-05  7.170E-04  0.000E+00 -7.971E-05 -7.972E-05    8.05162E-04    2.31665E-03  2.838E-02  4.026E-04  4.026E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  1.689E-01  2.568E+00  4.252E-02 -2.888E-03 -2.453E-02  0.000E+00  4.187E-05  6.306E-04  0.000E+00  3.362E-04  2.560E+03  4.813E-02  2.838E-02\n",
      "   4040     6.619 1.628E-03  1.133E+01  4.859E-02  3.030E-03 -2.533E-02  0.000E+00  8.964E-05  7.179E-04  0.000E+00 -7.950E-05 -7.950E-05    8.07520E-04    2.36114E-03  2.842E-02  4.038E-04  4.038E-06  1.000E+00  9.992E-01  1.001E+00  1.000E+01  0.000E+00  3.900E+01  1.000E+00  1.651E-01  2.571E+00  4.248E-02 -2.893E-03 -2.453E-02  0.000E+00  4.246E-05  6.304E-04  0.000E+00  3.364E-04  2.560E+03  4.859E-02  2.842E-02\n",
      "   4060     6.652 1.629E-03  1.138E+01  4.730E-02  3.046E-03 -2.534E-02  0.000E+00  9.111E-05  7.188E-04  0.000E+00 -7.942E-05 -7.942E-05    8.09908E-04    2.23702E-03  2.846E-02  4.050E-04  4.050E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.800E+01  1.000E+00  2.413E-01  2.527E+00  4.234E-02 -2.900E-03 -2.452E-02  0.000E+00  4.317E-05  6.301E-04  0.000E+00  3.366E-04  2.560E+03  4.730E-02  2.846E-02\n",
      "   4080     6.684 1.628E-03  1.144E+01  4.813E-02  3.064E-03 -2.534E-02  0.000E+00  9.295E-05  7.194E-04  0.000E+00 -7.957E-05 -7.957E-05    8.12371E-04    2.31691E-03  2.850E-02  4.062E-04  4.062E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  4.000E+01  1.000E+00  1.598E-01  2.481E+00  4.209E-02 -2.909E-03 -2.451E-02  0.000E+00  4.400E-05  6.298E-04  0.000E+00  3.369E-04  2.560E+03  4.813E-02  2.850E-02\n",
      "   4100     6.717 1.629E-03  1.150E+01  4.817E-02  3.083E-03 -2.535E-02  0.000E+00  9.477E-05  7.201E-04  0.000E+00 -7.963E-05 -7.963E-05    8.14892E-04    2.32076E-03  2.855E-02  4.074E-04  4.074E-06  1.000E+00  9.992E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.404E-01  2.419E+00  4.176E-02 -2.918E-03 -2.451E-02  0.000E+00  4.493E-05  6.296E-04  0.000E+00  3.373E-04  2.560E+03  4.817E-02  2.855E-02\n",
      "   4120     6.749 1.624E-03  1.155E+01  4.817E-02  3.103E-03 -2.536E-02  0.000E+00  9.675E-05  7.208E-04  0.000E+00 -7.999E-05 -7.999E-05    8.17552E-04    2.32031E-03  2.859E-02  4.088E-04  4.088E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  2.180E-01  2.363E+00  4.133E-02 -2.929E-03 -2.451E-02  0.000E+00  4.588E-05  6.295E-04  0.000E+00  3.377E-04  2.560E+03  4.817E-02  2.859E-02\n",
      "   4140     6.782 1.627E-03  1.161E+01  4.816E-02  3.123E-03 -2.536E-02  0.000E+00  9.893E-05  7.214E-04  0.000E+00 -8.044E-05 -8.045E-05    8.20368E-04    2.31904E-03  2.864E-02  4.102E-04  4.102E-06  1.000E+00  9.992E-01  1.001E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  1.736E-01  2.434E+00  4.082E-02 -2.941E-03 -2.451E-02  0.000E+00  4.685E-05  6.295E-04  0.000E+00  3.382E-04  2.560E+03  4.816E-02  2.864E-02\n",
      "   4160     6.814 1.622E-03  1.166E+01  4.709E-02  3.145E-03 -2.536E-02  0.000E+00  1.012E-04  7.221E-04  0.000E+00 -8.087E-05 -8.087E-05    8.23313E-04    2.21769E-03  2.869E-02  4.117E-04  4.117E-06  1.000E+00  9.990E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.296E-01  2.413E+00  4.056E-02 -2.954E-03 -2.451E-02  0.000E+00  4.784E-05  6.296E-04  0.000E+00  3.387E-04  2.560E+03  4.709E-02  2.869E-02\n",
      "   4180     6.847 1.625E-03  1.172E+01  4.793E-02  3.166E-03 -2.537E-02  0.000E+00  1.036E-04  7.228E-04  0.000E+00 -8.141E-05 -8.142E-05    8.26448E-04    2.29756E-03  2.875E-02  4.132E-04  4.132E-06  1.000E+00  9.992E-01  1.001E+00  1.000E+01  0.000E+00  3.300E+01  1.000E+00  1.998E-01  2.323E+00  4.044E-02 -2.967E-03 -2.451E-02  0.000E+00  4.888E-05  6.297E-04  0.000E+00  3.393E-04  2.560E+03  4.793E-02  2.875E-02\n",
      "   4200     6.879 1.619E-03  1.177E+01  5.052E-02  3.190E-03 -2.537E-02  0.000E+00  1.059E-04  7.240E-04  0.000E+00 -8.197E-05 -8.197E-05    8.29893E-04    2.55253E-03  2.881E-02  4.149E-04  4.149E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  2.187E-01  2.228E+00  4.064E-02 -2.982E-03 -2.451E-02  0.000E+00  4.992E-05  6.299E-04  0.000E+00  3.399E-04  2.560E+03  5.052E-02  2.881E-02\n",
      "   4220     6.912 1.623E-03  1.183E+01  5.303E-02  3.214E-03 -2.537E-02  0.000E+00  1.081E-04  7.253E-04  0.000E+00 -8.262E-05 -8.262E-05    8.33415E-04    2.81249E-03  2.887E-02  4.167E-04  4.167E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  1.369E-01  2.411E+00  4.091E-02 -2.999E-03 -2.451E-02  0.000E+00  5.093E-05  6.302E-04  0.000E+00  3.406E-04  2.560E+03  5.303E-02  2.887E-02\n",
      "   4240     6.944 1.620E-03  1.189E+01  5.384E-02  3.241E-03 -2.537E-02  0.000E+00  1.104E-04  7.266E-04  0.000E+00 -8.335E-05 -8.336E-05    8.37030E-04    2.89842E-03  2.893E-02  4.185E-04  4.185E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  1.879E-01  2.422E+00  4.108E-02 -3.018E-03 -2.451E-02  0.000E+00  5.195E-05  6.306E-04  0.000E+00  3.413E-04  2.560E+03  5.384E-02  2.893E-02\n",
      "   4260     6.976 1.624E-03  1.194E+01  5.303E-02  3.269E-03 -2.538E-02  0.000E+00  1.125E-04  7.281E-04  0.000E+00 -8.396E-05 -8.397E-05    8.40617E-04    2.81183E-03  2.899E-02  4.203E-04  4.203E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.300E+01  1.000E+00  2.254E-01  2.355E+00  4.113E-02 -3.038E-03 -2.451E-02  0.000E+00  5.296E-05  6.310E-04  0.000E+00  3.420E-04  2.560E+03  5.303E-02  2.899E-02\n",
      "   4280     7.009 1.620E-03  1.200E+01  5.055E-02  3.295E-03 -2.538E-02  0.000E+00  1.143E-04  7.298E-04  0.000E+00 -8.464E-05 -8.464E-05    8.44127E-04    2.55553E-03  2.905E-02  4.221E-04  4.221E-06  1.000E+00  9.994E-01  1.001E+00  1.000E+01  0.000E+00  3.000E+01  1.000E+00  1.749E-01  2.223E+00  4.116E-02 -3.057E-03 -2.451E-02  0.000E+00  5.394E-05  6.317E-04  0.000E+00  3.428E-04  2.560E+03  5.055E-02  2.905E-02\n",
      "   4300     7.041 1.623E-03  1.206E+01  5.054E-02  3.322E-03 -2.538E-02  0.000E+00  1.160E-04  7.317E-04  0.000E+00 -8.523E-05 -8.523E-05    8.47717E-04    2.55405E-03  2.912E-02  4.239E-04  4.239E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  1.918E-01  2.406E+00  4.193E-02 -3.078E-03 -2.452E-02  0.000E+00  5.492E-05  6.324E-04  0.000E+00  3.437E-04  2.560E+03  5.054E-02  2.912E-02\n",
      "   4320     7.074 1.622E-03  1.211E+01  5.329E-02  3.347E-03 -2.538E-02  0.000E+00  1.178E-04  7.337E-04  0.000E+00 -8.564E-05 -8.565E-05    8.51484E-04    2.83959E-03  2.918E-02  4.257E-04  4.257E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  2.687E-01  2.458E+00  4.261E-02 -3.096E-03 -2.452E-02  0.000E+00  5.587E-05  6.331E-04  0.000E+00  3.445E-04  2.560E+03  5.329E-02  2.918E-02\n",
      "   4340     7.106 1.626E-03  1.217E+01  5.468E-02  3.371E-03 -2.538E-02  0.000E+00  1.194E-04  7.359E-04  0.000E+00 -8.605E-05 -8.605E-05    8.55332E-04    2.99008E-03  2.925E-02  4.277E-04  4.277E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  2.499E-01  2.424E+00  4.317E-02 -3.113E-03 -2.452E-02  0.000E+00  5.680E-05  6.339E-04  0.000E+00  3.454E-04  2.560E+03  5.468E-02  2.925E-02\n",
      "   4360     7.139 1.622E-03  1.222E+01  5.423E-02  3.393E-03 -2.538E-02  0.000E+00  1.209E-04  7.382E-04  0.000E+00 -8.633E-05 -8.633E-05    8.59135E-04    2.94050E-03  2.931E-02  4.296E-04  4.296E-06  1.000E+00  9.992E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  2.310E-01  2.341E+00  4.361E-02 -3.129E-03 -2.452E-02  0.000E+00  5.769E-05  6.348E-04  0.000E+00  3.463E-04  2.560E+03  5.423E-02  2.931E-02\n",
      "   4380     7.171 1.626E-03  1.228E+01  5.376E-02  3.416E-03 -2.539E-02  0.000E+00  1.223E-04  7.406E-04  0.000E+00 -8.659E-05 -8.659E-05    8.62913E-04    2.89063E-03  2.938E-02  4.315E-04  4.315E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.900E+01  1.000E+00  2.139E-01  2.391E+00  4.390E-02 -3.146E-03 -2.452E-02  0.000E+00  5.855E-05  6.359E-04  0.000E+00  3.472E-04  2.560E+03  5.376E-02  2.938E-02\n",
      "   4400     7.204 1.622E-03  1.234E+01  5.327E-02  3.435E-03 -2.539E-02  0.000E+00  1.239E-04  7.426E-04  0.000E+00 -8.661E-05 -8.662E-05    8.66499E-04    2.83735E-03  2.944E-02  4.332E-04  4.332E-06  1.000E+00  9.992E-01  1.001E+00  1.000E+01  0.000E+00  3.900E+01  1.000E+00  1.995E-01  2.484E+00  4.399E-02 -3.160E-03 -2.452E-02  0.000E+00  5.942E-05  6.370E-04  0.000E+00  3.482E-04  2.560E+03  5.327E-02  2.944E-02\n",
      "   4420     7.236 1.625E-03  1.239E+01  5.123E-02  3.451E-03 -2.539E-02  0.000E+00  1.257E-04  7.444E-04  0.000E+00 -8.662E-05 -8.662E-05    8.70082E-04    2.62468E-03  2.950E-02  4.350E-04  4.350E-06  1.000E+00  9.992E-01  1.001E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  1.905E-01  2.464E+00  4.383E-02 -3.170E-03 -2.453E-02  0.000E+00  6.025E-05  6.381E-04  0.000E+00  3.492E-04  2.560E+03  5.123E-02  2.950E-02\n",
      "   4440     7.269 1.623E-03  1.245E+01  5.294E-02  3.468E-03 -2.540E-02  0.000E+00  1.276E-04  7.461E-04  0.000E+00 -8.665E-05 -8.666E-05    8.73710E-04    2.80227E-03  2.956E-02  4.368E-04  4.368E-06  1.000E+00  9.989E-01  1.001E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  1.882E-01  2.375E+00  4.426E-02 -3.181E-03 -2.453E-02  0.000E+00  6.112E-05  6.392E-04  0.000E+00  3.502E-04  2.560E+03  5.294E-02  2.956E-02\n",
      "   4460     7.301 1.623E-03  1.251E+01  5.475E-02  3.483E-03 -2.540E-02  0.000E+00  1.298E-04  7.477E-04  0.000E+00 -8.649E-05 -8.650E-05    8.77527E-04    2.99706E-03  2.962E-02  4.388E-04  4.388E-06  1.000E+00  9.993E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  1.934E-01  2.329E+00  4.501E-02 -3.192E-03 -2.453E-02  0.000E+00  6.196E-05  6.404E-04  0.000E+00  3.512E-04  2.560E+03  5.475E-02  2.962E-02\n",
      "   4480     7.333 1.620E-03  1.256E+01  5.556E-02  3.493E-03 -2.541E-02  0.000E+00  1.319E-04  7.494E-04  0.000E+00 -8.623E-05 -8.624E-05    8.81331E-04    3.08637E-03  2.969E-02  4.407E-04  4.407E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  2.071E-01  2.437E+00  4.558E-02 -3.198E-03 -2.453E-02  0.000E+00  6.290E-05  6.415E-04  0.000E+00  3.522E-04  2.560E+03  5.556E-02  2.969E-02\n",
      "   4500     7.366 1.621E-03  1.262E+01  5.442E-02  3.502E-03 -2.541E-02  0.000E+00  1.346E-04  7.506E-04  0.000E+00 -8.581E-05 -8.582E-05    8.85212E-04    2.96137E-03  2.975E-02  4.426E-04  4.426E-06  1.000E+00  9.990E-01  1.001E+00  1.000E+01  0.000E+00  2.800E+01  1.000E+00  2.290E-01  2.429E+00  4.587E-02 -3.202E-03 -2.453E-02  0.000E+00  6.400E-05  6.425E-04  0.000E+00  3.533E-04  2.560E+03  5.442E-02  2.975E-02\n",
      "   4520     7.398 1.622E-03  1.267E+01  5.205E-02  3.507E-03 -2.542E-02  0.000E+00  1.373E-04  7.520E-04  0.000E+00 -8.540E-05 -8.540E-05    8.89251E-04    2.70923E-03  2.982E-02  4.446E-04  4.446E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  2.580E-01  2.334E+00  4.589E-02 -3.204E-03 -2.452E-02  0.000E+00  6.514E-05  6.434E-04  0.000E+00  3.543E-04  2.560E+03  5.205E-02  2.982E-02\n",
      "   4540     7.431 1.621E-03  1.273E+01  5.064E-02  3.516E-03 -2.543E-02  0.000E+00  1.399E-04  7.536E-04  0.000E+00 -8.503E-05 -8.503E-05    8.93501E-04    2.56396E-03  2.989E-02  4.467E-04  4.467E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  2.937E-01  2.287E+00  4.573E-02 -3.210E-03 -2.452E-02  0.000E+00  6.643E-05  6.442E-04  0.000E+00  3.553E-04  2.560E+03  5.064E-02  2.989E-02\n",
      "   4560     7.463 1.622E-03  1.278E+01  5.089E-02  3.524E-03 -2.544E-02  0.000E+00  1.426E-04  7.554E-04  0.000E+00 -8.476E-05 -8.477E-05    8.97954E-04    2.58968E-03  2.997E-02  4.490E-04  4.490E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.300E+01  1.000E+00  2.904E-01  2.326E+00  4.543E-02 -3.213E-03 -2.451E-02  0.000E+00  6.788E-05  6.448E-04  0.000E+00  3.564E-04  2.560E+03  5.089E-02  2.997E-02\n",
      "   4580     7.496 1.622E-03  1.284E+01  5.151E-02  3.527E-03 -2.545E-02  0.000E+00  1.455E-04  7.571E-04  0.000E+00 -8.440E-05 -8.441E-05    9.02653E-04    2.65375E-03  3.004E-02  4.513E-04  4.513E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  2.485E-01  2.356E+00  4.497E-02 -3.214E-03 -2.451E-02  0.000E+00  6.943E-05  6.454E-04  0.000E+00  3.574E-04  2.560E+03  5.151E-02  3.004E-02\n",
      "   4600     7.528 1.620E-03  1.290E+01  5.082E-02  3.524E-03 -2.546E-02  0.000E+00  1.484E-04  7.590E-04  0.000E+00 -8.399E-05 -8.399E-05    9.07420E-04    2.58304E-03  3.012E-02  4.537E-04  4.537E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.000E+01  1.000E+00  2.598E-01  2.381E+00  4.491E-02 -3.208E-03 -2.450E-02  0.000E+00  7.109E-05  6.458E-04  0.000E+00  3.584E-04  2.560E+03  5.082E-02  3.012E-02\n",
      "   4620     7.560 1.620E-03  1.295E+01  5.159E-02  3.521E-03 -2.547E-02  0.000E+00  1.513E-04  7.613E-04  0.000E+00 -8.373E-05 -8.374E-05    9.12517E-04    2.66107E-03  3.021E-02  4.563E-04  4.563E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  2.617E-01  2.406E+00  4.486E-02 -3.204E-03 -2.450E-02  0.000E+00  7.281E-05  6.461E-04  0.000E+00  3.595E-04  2.560E+03  5.159E-02  3.021E-02\n",
      "   4640     7.593 1.612E-03  1.301E+01  5.271E-02  3.523E-03 -2.548E-02  0.000E+00  1.544E-04  7.634E-04  0.000E+00 -8.371E-05 -8.372E-05    9.17817E-04    2.77801E-03  3.030E-02  4.589E-04  4.589E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.000E+01  1.000E+00  1.859E-01  2.518E+00  4.454E-02 -3.203E-03 -2.449E-02  0.000E+00  7.464E-05  6.463E-04  0.000E+00  3.605E-04  2.560E+03  5.271E-02  3.030E-02\n",
      "   4660     7.625 1.610E-03  1.307E+01  5.372E-02  3.524E-03 -2.549E-02  0.000E+00  1.574E-04  7.658E-04  0.000E+00 -8.362E-05 -8.362E-05    9.23192E-04    2.88549E-03  3.038E-02  4.616E-04  4.616E-06  1.000E+00  9.990E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  2.537E-01  2.467E+00  4.449E-02 -3.203E-03 -2.449E-02  0.000E+00  7.659E-05  6.464E-04  0.000E+00  3.615E-04  2.560E+03  5.372E-02  3.038E-02\n",
      "   4680     7.657 1.612E-03  1.312E+01  5.445E-02  3.525E-03 -2.550E-02  0.000E+00  1.607E-04  7.677E-04  0.000E+00 -8.348E-05 -8.348E-05    9.28480E-04    2.96441E-03  3.047E-02  4.642E-04  4.642E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  1.000E+00  3.600E+01  1.000E+00  1.817E-01  2.531E+00  4.518E-02 -3.202E-03 -2.448E-02  0.000E+00  7.861E-05  6.463E-04  0.000E+00  3.625E-04  2.560E+03  5.445E-02  3.047E-02\n",
      "   4700     7.689 1.616E-03  1.318E+01  5.513E-02  3.524E-03 -2.551E-02  0.000E+00  1.641E-04  7.695E-04  0.000E+00 -8.349E-05 -8.349E-05    9.33575E-04    3.03974E-03  3.055E-02  4.668E-04  4.668E-06  1.000E+00  9.989E-01  1.001E+00  1.000E+01  0.000E+00  4.000E+01  1.000E+00  1.948E-01  2.536E+00  4.584E-02 -3.201E-03 -2.448E-02  0.000E+00  8.070E-05  6.462E-04  0.000E+00  3.635E-04  2.560E+03  5.513E-02  3.055E-02\n",
      "   4720     7.722 1.607E-03  1.324E+01  5.556E-02  3.523E-03 -2.552E-02  0.000E+00  1.675E-04  7.711E-04  0.000E+00 -8.355E-05 -8.356E-05    9.38562E-04    3.08691E-03  3.064E-02  4.693E-04  4.693E-06  1.000E+00  9.990E-01  1.001E+00  1.000E+01  0.000E+00  3.900E+01  1.000E+00  1.409E-01  2.550E+00  4.645E-02 -3.199E-03 -2.447E-02  0.000E+00  8.282E-05  6.461E-04  0.000E+00  3.645E-04  2.560E+03  5.556E-02  3.064E-02\n",
      "   4740     7.754 1.604E-03  1.329E+01  5.527E-02  3.521E-03 -2.553E-02  0.000E+00  1.710E-04  7.724E-04  0.000E+00 -8.396E-05 -8.397E-05    9.43459E-04    3.05528E-03  3.072E-02  4.717E-04  4.717E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  2.196E-01  2.545E+00  4.713E-02 -3.197E-03 -2.447E-02  0.000E+00  8.501E-05  6.461E-04  0.000E+00  3.655E-04  2.560E+03  5.527E-02  3.072E-02\n",
      "   4760     7.786 1.605E-03  1.335E+01  5.462E-02  3.521E-03 -2.554E-02  0.000E+00  1.746E-04  7.734E-04  0.000E+00 -8.463E-05 -8.463E-05    9.47996E-04    2.98282E-03  3.079E-02  4.740E-04  4.740E-06  1.000E+00  9.991E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  1.710E-01  2.523E+00  4.766E-02 -3.197E-03 -2.447E-02  0.000E+00  8.733E-05  6.461E-04  0.000E+00  3.667E-04  2.560E+03  5.462E-02  3.079E-02\n",
      "   4780     7.818 1.611E-03  1.340E+01  5.443E-02  3.517E-03 -2.554E-02  0.000E+00  1.780E-04  7.739E-04  0.000E+00 -8.533E-05 -8.534E-05    9.51826E-04    2.96282E-03  3.085E-02  4.759E-04  4.759E-06  1.000E+00  9.990E-01  1.001E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  2.215E-01  2.482E+00  4.800E-02 -3.194E-03 -2.447E-02  0.000E+00  8.972E-05  6.463E-04  0.000E+00  3.680E-04  2.560E+03  5.443E-02  3.085E-02\n",
      "   4800     7.850 1.605E-03  1.346E+01  5.603E-02  3.509E-03 -2.555E-02  0.000E+00  1.809E-04  7.742E-04  0.000E+00 -8.580E-05 -8.581E-05    9.55125E-04    3.13910E-03  3.091E-02  4.775E-04  4.775E-06  1.000E+00  9.985E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  2.073E-01  2.419E+00  4.817E-02 -3.187E-03 -2.447E-02  0.000E+00  9.205E-05  6.465E-04  0.000E+00  3.693E-04  2.560E+03  5.603E-02  3.091E-02\n",
      "   4820     7.882 1.602E-03  1.352E+01  5.729E-02  3.500E-03 -2.556E-02  0.000E+00  1.833E-04  7.748E-04  0.000E+00 -8.625E-05 -8.625E-05    9.58099E-04    3.28248E-03  3.095E-02  4.790E-04  4.790E-06  1.000E+00  9.990E-01  1.001E+00  1.000E+01  0.000E+00  2.800E+01  1.000E+00  2.324E-01  2.334E+00  4.816E-02 -3.179E-03 -2.447E-02  0.000E+00  9.411E-05  6.468E-04  0.000E+00  3.705E-04  2.560E+03  5.729E-02  3.095E-02\n",
      "   4840     7.914 1.604E-03  1.357E+01  5.810E-02  3.484E-03 -2.556E-02  0.000E+00  1.856E-04  7.751E-04  0.000E+00 -8.643E-05 -8.644E-05    9.60708E-04    3.37515E-03  3.100E-02  4.803E-04  4.803E-06  1.000E+00  9.985E-01  1.001E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  2.102E-01  2.228E+00  4.799E-02 -3.164E-03 -2.447E-02  0.000E+00  9.592E-05  6.472E-04  0.000E+00  3.715E-04  2.560E+03  5.810E-02  3.100E-02\n",
      "   4860     7.946 1.609E-03  1.363E+01  5.852E-02  3.463E-03 -2.556E-02  0.000E+00  1.876E-04  7.754E-04  0.000E+00 -8.663E-05 -8.663E-05    9.63011E-04    3.42453E-03  3.103E-02  4.815E-04  4.815E-06  1.000E+00  9.988E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  1.800E-01  2.208E+00  4.770E-02 -3.144E-03 -2.447E-02  0.000E+00  9.745E-05  6.475E-04  0.000E+00  3.725E-04  2.560E+03  5.852E-02  3.103E-02\n",
      "   4880     7.979 1.604E-03  1.368E+01  5.859E-02  3.442E-03 -2.556E-02  0.000E+00  1.891E-04  7.759E-04  0.000E+00 -8.671E-05 -8.672E-05    9.65066E-04    3.43269E-03  3.107E-02  4.825E-04  4.825E-06  1.000E+00  9.984E-01  1.001E+00  1.000E+01  0.000E+00  2.900E+01  1.000E+00  2.070E-01  2.193E+00  4.732E-02 -3.126E-03 -2.448E-02  0.000E+00  9.880E-05  6.479E-04  0.000E+00  3.734E-04  2.560E+03  5.859E-02  3.107E-02\n",
      "   4900     8.011 1.603E-03  1.374E+01  5.821E-02  3.419E-03 -2.556E-02  0.000E+00  1.901E-04  7.770E-04  0.000E+00 -8.669E-05 -8.669E-05    9.67116E-04    3.38795E-03  3.110E-02  4.835E-04  4.835E-06  1.000E+00  9.987E-01  1.002E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  2.238E-01  2.216E+00  4.690E-02 -3.105E-03 -2.448E-02  0.000E+00  9.990E-05  6.484E-04  0.000E+00  3.741E-04  2.560E+03  5.821E-02  3.110E-02\n",
      "   4920     8.043 1.606E-03  1.380E+01  5.730E-02  3.394E-03 -2.557E-02  0.000E+00  1.907E-04  7.783E-04  0.000E+00 -8.686E-05 -8.686E-05    9.69010E-04    3.28277E-03  3.113E-02  4.845E-04  4.845E-06  1.000E+00  9.987E-01  1.001E+00  1.000E+01  0.000E+00  3.000E+01  1.000E+00  2.308E-01  2.215E+00  4.648E-02 -3.083E-03 -2.448E-02  0.000E+00  1.007E-04  6.489E-04  0.000E+00  3.748E-04  2.560E+03  5.730E-02  3.113E-02\n",
      "   4940     8.075 1.610E-03  1.385E+01  5.633E-02  3.369E-03 -2.557E-02  0.000E+00  1.910E-04  7.797E-04  0.000E+00 -8.707E-05 -8.707E-05    9.70662E-04    3.17295E-03  3.116E-02  4.853E-04  4.853E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.793E-01  2.231E+00  4.611E-02 -3.061E-03 -2.448E-02  0.000E+00  1.015E-04  6.496E-04  0.000E+00  3.755E-04  2.560E+03  5.633E-02  3.116E-02\n",
      "   4960     8.107 1.607E-03  1.391E+01  5.674E-02  3.339E-03 -2.558E-02  0.000E+00  1.908E-04  7.812E-04  0.000E+00 -8.691E-05 -8.691E-05    9.72077E-04    3.21963E-03  3.118E-02  4.860E-04  4.860E-06  1.000E+00  9.983E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.777E-01  2.229E+00  4.584E-02 -3.035E-03 -2.448E-02  0.000E+00  1.020E-04  6.504E-04  0.000E+00  3.762E-04  2.560E+03  5.674E-02  3.118E-02\n",
      "   4980     8.139 1.607E-03  1.396E+01  5.726E-02  3.309E-03 -2.559E-02  0.000E+00  1.907E-04  7.829E-04  0.000E+00 -8.672E-05 -8.672E-05    9.73613E-04    3.27821E-03  3.120E-02  4.868E-04  4.868E-06  1.000E+00  9.987E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.837E-01  2.211E+00  4.582E-02 -3.009E-03 -2.447E-02  0.000E+00  1.024E-04  6.509E-04  0.000E+00  3.767E-04  2.560E+03  5.726E-02  3.120E-02\n",
      "   5000     8.171 1.610E-03  1.402E+01  5.705E-02  3.282E-03 -2.560E-02  0.000E+00  1.902E-04  7.852E-04  0.000E+00 -8.680E-05 -8.679E-05    9.75386E-04    3.25496E-03  3.123E-02  4.877E-04  4.877E-06  1.000E+00  9.988E-01  1.001E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  2.135E-01  2.178E+00  4.595E-02 -2.986E-03 -2.447E-02  0.000E+00  1.026E-04  6.513E-04  0.000E+00  3.770E-04  2.560E+03  5.705E-02  3.123E-02\n",
      "   5020     8.204 1.613E-03  1.408E+01  5.616E-02  3.256E-03 -2.561E-02  0.000E+00  1.901E-04  7.870E-04  0.000E+00 -8.632E-05 -8.631E-05    9.77151E-04    3.15414E-03  3.126E-02  4.885E-04  4.885E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  0.000E+00  2.900E+01  1.000E+00  1.914E-01  2.137E+00  4.582E-02 -2.964E-03 -2.446E-02  0.000E+00  1.027E-04  6.517E-04  0.000E+00  3.772E-04  2.560E+03  5.616E-02  3.126E-02\n",
      "   5040     8.236 1.610E-03  1.413E+01  5.769E-02  3.233E-03 -2.563E-02  0.000E+00  1.903E-04  7.885E-04  0.000E+00 -8.591E-05 -8.591E-05    9.78763E-04    3.32784E-03  3.129E-02  4.894E-04  4.894E-06  1.000E+00  9.989E-01  1.001E+00  1.000E+01  0.000E+00  3.000E+01  1.000E+00  1.903E-01  2.108E+00  4.604E-02 -2.947E-03 -2.445E-02  0.000E+00  1.026E-04  6.522E-04  0.000E+00  3.774E-04  2.560E+03  5.769E-02  3.129E-02\n",
      "   5060     8.268 1.608E-03  1.419E+01  6.126E-02  3.215E-03 -2.564E-02  0.000E+00  1.905E-04  7.898E-04  0.000E+00 -8.555E-05 -8.555E-05    9.80300E-04    3.75257E-03  3.131E-02  4.901E-04  4.901E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  0.000E+00  2.800E+01  1.000E+00  1.597E-01  2.104E+00  4.728E-02 -2.933E-03 -2.444E-02  0.000E+00  1.024E-04  6.526E-04  0.000E+00  3.775E-04  2.560E+03  6.126E-02  3.131E-02\n",
      "   5080     8.300 1.609E-03  1.424E+01  6.366E-02  3.200E-03 -2.565E-02  0.000E+00  1.903E-04  7.914E-04  0.000E+00 -8.543E-05 -8.542E-05    9.81710E-04    4.05300E-03  3.133E-02  4.908E-04  4.908E-06  1.000E+00  9.989E-01  1.001E+00  1.000E+01  0.000E+00  2.800E+01  1.000E+00  1.520E-01  2.137E+00  4.856E-02 -2.923E-03 -2.444E-02  0.000E+00  1.020E-04  6.530E-04  0.000E+00  3.775E-04  2.560E+03  6.366E-02  3.133E-02\n",
      "   5100     8.332 1.611E-03  1.430E+01  6.512E-02  3.188E-03 -2.565E-02  0.000E+00  1.905E-04  7.924E-04  0.000E+00 -8.508E-05 -8.508E-05    9.82885E-04    4.24077E-03  3.135E-02  4.914E-04  4.914E-06  1.000E+00  9.987E-01  1.001E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  1.681E-01  2.227E+00  4.969E-02 -2.917E-03 -2.444E-02  0.000E+00  1.015E-04  6.535E-04  0.000E+00  3.775E-04  2.560E+03  6.512E-02  3.135E-02\n",
      "   5120     8.365 1.607E-03  1.436E+01  6.557E-02  3.179E-03 -2.566E-02  0.000E+00  1.904E-04  7.934E-04  0.000E+00 -8.470E-05 -8.470E-05    9.83816E-04    4.29950E-03  3.137E-02  4.919E-04  4.919E-06  1.000E+00  9.988E-01  1.001E+00  1.000E+01  0.000E+00  3.300E+01  1.000E+00  1.848E-01  2.150E+00  5.057E-02 -2.914E-03 -2.444E-02  0.000E+00  1.010E-04  6.540E-04  0.000E+00  3.775E-04  2.560E+03  6.557E-02  3.137E-02\n",
      "   5140     8.397 1.606E-03  1.441E+01  6.538E-02  3.171E-03 -2.566E-02  0.000E+00  1.901E-04  7.946E-04  0.000E+00 -8.372E-05 -8.372E-05    9.84731E-04    4.27516E-03  3.138E-02  4.923E-04  4.923E-06  1.000E+00  9.988E-01  1.001E+00  1.000E+01  0.000E+00  3.000E+01  1.000E+00  1.689E-01  2.201E+00  5.140E-02 -2.912E-03 -2.444E-02  0.000E+00  1.004E-04  6.543E-04  0.000E+00  3.774E-04  2.560E+03  6.538E-02  3.138E-02\n",
      "   5160     8.429 1.605E-03  1.447E+01  6.508E-02  3.164E-03 -2.566E-02  0.000E+00  1.900E-04  7.961E-04  0.000E+00 -8.263E-05 -8.263E-05    9.86101E-04    4.23538E-03  3.140E-02  4.930E-04  4.930E-06  1.000E+00  9.989E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.712E-01  2.235E+00  5.189E-02 -2.912E-03 -2.444E-02  0.000E+00  9.976E-05  6.546E-04  0.000E+00  3.772E-04  2.560E+03  6.508E-02  3.140E-02\n",
      "   5180     8.461 1.606E-03  1.452E+01  6.460E-02  3.159E-03 -2.567E-02  0.000E+00  1.898E-04  7.981E-04  0.000E+00 -8.130E-05 -8.129E-05    9.87874E-04    4.17310E-03  3.143E-02  4.939E-04  4.939E-06  1.000E+00  9.988E-01  1.001E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  1.478E-01  2.295E+00  5.223E-02 -2.913E-03 -2.444E-02  0.000E+00  9.899E-05  6.548E-04  0.000E+00  3.769E-04  2.560E+03  6.460E-02  3.143E-02\n",
      "   5200     8.493 1.605E-03  1.458E+01  6.466E-02  3.155E-03 -2.568E-02  0.000E+00  1.896E-04  8.006E-04  0.000E+00 -7.947E-05 -7.946E-05    9.90144E-04    4.18041E-03  3.147E-02  4.951E-04  4.951E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.411E-01  2.232E+00  5.266E-02 -2.916E-03 -2.443E-02  0.000E+00  9.819E-05  6.547E-04  0.000E+00  3.765E-04  2.560E+03  6.466E-02  3.147E-02\n",
      "   5220     8.525 1.606E-03  1.464E+01  6.475E-02  3.151E-03 -2.569E-02  0.000E+00  1.894E-04  8.034E-04  0.000E+00 -7.739E-05 -7.738E-05    9.92752E-04    4.19244E-03  3.151E-02  4.964E-04  4.964E-06  1.000E+00  9.982E-01  1.001E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  1.275E-01  2.230E+00  5.301E-02 -2.919E-03 -2.442E-02  0.000E+00  9.736E-05  6.548E-04  0.000E+00  3.761E-04  2.560E+03  6.475E-02  3.151E-02\n",
      "   5240     8.557 1.607E-03  1.469E+01  6.524E-02  3.151E-03 -2.570E-02  0.000E+00  1.894E-04  8.059E-04  0.000E+00 -7.576E-05 -7.576E-05    9.95364E-04    4.25642E-03  3.155E-02  4.977E-04  4.977E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.275E-01  2.327E+00  5.333E-02 -2.927E-03 -2.442E-02  0.000E+00  9.662E-05  6.551E-04  0.000E+00  3.759E-04  2.560E+03  6.524E-02  3.155E-02\n",
      "   5260     8.589 1.604E-03  1.475E+01  6.773E-02  3.153E-03 -2.570E-02  0.000E+00  1.892E-04  8.090E-04  0.000E+00 -7.398E-05 -7.398E-05    9.98152E-04    4.58714E-03  3.159E-02  4.991E-04  4.991E-06  1.000E+00  9.984E-01  1.001E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  1.388E-01  2.310E+00  5.377E-02 -2.936E-03 -2.442E-02  0.000E+00  9.596E-05  6.557E-04  0.000E+00  3.758E-04  2.560E+03  6.773E-02  3.159E-02\n",
      "   5280     8.621 1.597E-03  1.480E+01  6.930E-02  3.156E-03 -2.570E-02  0.000E+00  1.894E-04  8.115E-04  0.000E+00 -7.229E-05 -7.229E-05    1.00092E-03    4.80180E-03  3.164E-02  5.004E-04  5.004E-06  1.000E+00  9.989E-01  1.001E+00  1.000E+01  0.000E+00  3.300E+01  1.000E+00  1.431E-01  2.251E+00  5.447E-02 -2.947E-03 -2.442E-02  0.000E+00  9.548E-05  6.562E-04  0.000E+00  3.758E-04  2.560E+03  6.930E-02  3.164E-02\n",
      "   5300     8.653 1.594E-03  1.486E+01  6.942E-02  3.163E-03 -2.571E-02  0.000E+00  1.895E-04  8.145E-04  0.000E+00 -7.095E-05 -7.094E-05    1.00397E-03    4.81931E-03  3.169E-02  5.020E-04  5.020E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  1.468E-01  2.234E+00  5.512E-02 -2.962E-03 -2.442E-02  0.000E+00  9.517E-05  6.566E-04  0.000E+00  3.759E-04  2.560E+03  6.942E-02  3.169E-02\n",
      "   5320     8.685 1.594E-03  1.491E+01  6.832E-02  3.175E-03 -2.572E-02  0.000E+00  1.894E-04  8.176E-04  0.000E+00 -6.990E-05 -6.990E-05    1.00709E-03    4.66827E-03  3.173E-02  5.035E-04  5.035E-06  1.000E+00  9.984E-01  1.001E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  1.287E-01  2.378E+00  5.519E-02 -2.982E-03 -2.441E-02  0.000E+00  9.504E-05  6.569E-04  0.000E+00  3.760E-04  2.560E+03  6.832E-02  3.173E-02\n",
      "   5340     8.717 1.596E-03  1.497E+01  6.656E-02  3.188E-03 -2.572E-02  0.000E+00  1.898E-04  8.199E-04  0.000E+00 -6.967E-05 -6.968E-05    1.00970E-03    4.42999E-03  3.178E-02  5.048E-04  5.048E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  1.009E-01  2.317E+00  5.548E-02 -3.004E-03 -2.441E-02  0.000E+00  9.513E-05  6.574E-04  0.000E+00  3.763E-04  2.560E+03  6.656E-02  3.178E-02\n",
      "   5360     8.749 1.596E-03  1.503E+01  6.418E-02  3.205E-03 -2.573E-02  0.000E+00  1.899E-04  8.223E-04  0.000E+00 -6.969E-05 -6.969E-05    1.01229E-03    4.11857E-03  3.182E-02  5.061E-04  5.061E-06  1.000E+00  9.986E-01  1.002E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  8.348E-02  2.332E+00  5.519E-02 -3.030E-03 -2.441E-02  0.000E+00  9.556E-05  6.578E-04  0.000E+00  3.767E-04  2.560E+03  6.418E-02  3.182E-02\n",
      "   5380     8.781 1.589E-03  1.508E+01  6.333E-02  3.224E-03 -2.574E-02  0.000E+00  1.907E-04  8.242E-04  0.000E+00 -7.006E-05 -7.006E-05    1.01493E-03    4.01015E-03  3.186E-02  5.074E-04  5.074E-06  1.000E+00  9.986E-01  1.002E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  7.614E-02  2.447E+00  5.503E-02 -3.057E-03 -2.440E-02  0.000E+00  9.625E-05  6.581E-04  0.000E+00  3.772E-04  2.560E+03  6.333E-02  3.186E-02\n",
      "   5400     8.813 1.584E-03  1.514E+01  6.665E-02  3.245E-03 -2.574E-02  0.000E+00  1.916E-04  8.262E-04  0.000E+00 -7.096E-05 -7.096E-05    1.01785E-03    4.44175E-03  3.190E-02  5.089E-04  5.089E-06  1.000E+00  9.986E-01  1.002E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  7.048E-02  2.352E+00  5.417E-02 -3.086E-03 -2.440E-02  0.000E+00  9.709E-05  6.582E-04  0.000E+00  3.777E-04  2.560E+03  6.665E-02  3.190E-02\n",
      "   5420     8.844 1.582E-03  1.519E+01  6.814E-02  3.270E-03 -2.575E-02  0.000E+00  1.930E-04  8.282E-04  0.000E+00 -7.238E-05 -7.238E-05    1.02124E-03    4.64272E-03  3.196E-02  5.106E-04  5.106E-06  1.000E+00  9.987E-01  1.002E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  7.471E-02  2.470E+00  5.312E-02 -3.121E-03 -2.439E-02  0.000E+00  9.805E-05  6.585E-04  0.000E+00  3.783E-04  2.560E+03  6.814E-02  3.196E-02\n",
      "   5440     8.876 1.584E-03  1.525E+01  6.779E-02  3.295E-03 -2.576E-02  0.000E+00  1.947E-04  8.301E-04  0.000E+00 -7.359E-05 -7.359E-05    1.02484E-03    4.59557E-03  3.201E-02  5.124E-04  5.124E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  3.300E+01  1.000E+00  8.865E-02  2.485E+00  5.269E-02 -3.155E-03 -2.439E-02  0.000E+00  9.905E-05  6.587E-04  0.000E+00  3.789E-04  2.560E+03  6.779E-02  3.201E-02\n",
      "   5460     8.908 1.583E-03  1.531E+01  6.970E-02  3.318E-03 -2.577E-02  0.000E+00  1.971E-04  8.315E-04  0.000E+00 -7.478E-05 -7.478E-05    1.02859E-03    4.85811E-03  3.207E-02  5.143E-04  5.143E-06  1.000E+00  9.982E-01  1.002E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  1.083E-01  2.299E+00  5.349E-02 -3.188E-03 -2.438E-02  0.000E+00  9.996E-05  6.591E-04  0.000E+00  3.795E-04  2.560E+03  6.970E-02  3.207E-02\n",
      "   5480     8.939 1.585E-03  1.536E+01  6.924E-02  3.341E-03 -2.578E-02  0.000E+00  1.996E-04  8.325E-04  0.000E+00 -7.640E-05 -7.641E-05    1.03217E-03    4.79434E-03  3.213E-02  5.161E-04  5.161E-06  1.000E+00  9.982E-01  1.002E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.118E-01  2.624E+00  5.431E-02 -3.220E-03 -2.437E-02  0.000E+00  1.009E-04  6.594E-04  0.000E+00  3.802E-04  2.560E+03  6.924E-02  3.213E-02\n",
      "   5500     8.971 1.582E-03  1.542E+01  6.827E-02  3.366E-03 -2.578E-02  0.000E+00  2.019E-04  8.336E-04  0.000E+00 -7.811E-05 -7.811E-05    1.03556E-03    4.66056E-03  3.218E-02  5.177E-04  5.177E-06  1.000E+00  9.986E-01  1.002E+00  1.000E+01  0.000E+00  3.800E+01  1.000E+00  1.314E-01  2.448E+00  5.503E-02 -3.254E-03 -2.437E-02  0.000E+00  1.019E-04  6.601E-04  0.000E+00  3.810E-04  2.560E+03  6.827E-02  3.218E-02\n",
      "   5520     9.003 1.581E-03  1.547E+01  6.877E-02  3.395E-03 -2.578E-02  0.000E+00  2.039E-04  8.347E-04  0.000E+00 -8.004E-05 -8.004E-05    1.03863E-03    4.72874E-03  3.223E-02  5.193E-04  5.193E-06  1.000E+00  9.981E-01  1.002E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  9.869E-02  2.506E+00  5.552E-02 -3.293E-03 -2.437E-02  0.000E+00  1.030E-04  6.609E-04  0.000E+00  3.820E-04  2.560E+03  6.877E-02  3.223E-02\n",
      "   5540     9.034 1.579E-03  1.553E+01  7.146E-02  3.421E-03 -2.578E-02  0.000E+00  2.058E-04  8.355E-04  0.000E+00 -8.217E-05 -8.217E-05    1.04130E-03    5.10656E-03  3.227E-02  5.206E-04  5.206E-06  1.000E+00  9.982E-01  1.002E+00  1.000E+01  0.000E+00  4.000E+01  1.000E+00  7.990E-02  2.706E+00  5.569E-02 -3.329E-03 -2.437E-02  0.000E+00  1.042E-04  6.618E-04  0.000E+00  3.830E-04  2.560E+03  7.146E-02  3.227E-02\n",
      "   5560     9.066 1.577E-03  1.559E+01  7.330E-02  3.450E-03 -2.578E-02  0.000E+00  2.076E-04  8.364E-04  0.000E+00 -8.473E-05 -8.473E-05    1.04396E-03    5.37257E-03  3.231E-02  5.220E-04  5.220E-06  1.000E+00  9.985E-01  1.001E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  6.976E-02  2.341E+00  5.569E-02 -3.367E-03 -2.438E-02  0.000E+00  1.055E-04  6.626E-04  0.000E+00  3.840E-04  2.560E+03  7.330E-02  3.231E-02\n",
      "   5580     9.097 1.579E-03  1.564E+01  7.309E-02  3.480E-03 -2.578E-02  0.000E+00  2.089E-04  8.375E-04  0.000E+00 -8.764E-05 -8.763E-05    1.04639E-03    5.34153E-03  3.235E-02  5.232E-04  5.232E-06  1.000E+00  9.982E-01  1.002E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  6.408E-02  2.670E+00  5.553E-02 -3.408E-03 -2.438E-02  0.000E+00  1.068E-04  6.634E-04  0.000E+00  3.851E-04  2.560E+03  7.309E-02  3.235E-02\n",
      "   5600     9.129 1.586E-03  1.570E+01  6.987E-02  3.512E-03 -2.578E-02  0.000E+00  2.102E-04  8.386E-04  0.000E+00 -9.017E-05 -9.017E-05    1.04880E-03    4.88176E-03  3.239E-02  5.244E-04  5.244E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  0.000E+00  3.800E+01  1.000E+00  6.171E-02  2.666E+00  5.593E-02 -3.450E-03 -2.438E-02  0.000E+00  1.080E-04  6.641E-04  0.000E+00  3.860E-04  2.560E+03  6.987E-02  3.239E-02\n",
      "   5620     9.161 1.585E-03  1.575E+01  6.871E-02  3.542E-03 -2.578E-02  0.000E+00  2.108E-04  8.402E-04  0.000E+00 -9.349E-05 -9.349E-05    1.05098E-03    4.72169E-03  3.242E-02  5.255E-04  5.255E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  6.232E-02  2.467E+00  5.585E-02 -3.490E-03 -2.438E-02  0.000E+00  1.091E-04  6.647E-04  0.000E+00  3.869E-04  2.560E+03  6.871E-02  3.242E-02\n",
      "   5640     9.192 1.581E-03  1.581E+01  7.225E-02  3.572E-03 -2.577E-02  0.000E+00  2.121E-04  8.412E-04  0.000E+00 -9.628E-05 -9.628E-05    1.05335E-03    5.22014E-03  3.246E-02  5.266E-04  5.266E-06  1.000E+00  9.985E-01  1.002E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  6.615E-02  2.647E+00  5.518E-02 -3.530E-03 -2.439E-02  0.000E+00  1.100E-04  6.655E-04  0.000E+00  3.878E-04  2.560E+03  7.225E-02  3.246E-02\n",
      "   5660     9.224 1.579E-03  1.587E+01  7.359E-02  3.605E-03 -2.577E-02  0.000E+00  2.140E-04  8.418E-04  0.000E+00 -9.815E-05 -9.814E-05    1.05576E-03    5.41586E-03  3.249E-02  5.278E-04  5.278E-06  1.000E+00  9.987E-01  1.002E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  7.382E-02  2.461E+00  5.528E-02 -3.572E-03 -2.440E-02  0.000E+00  1.110E-04  6.663E-04  0.000E+00  3.886E-04  2.560E+03  7.359E-02  3.249E-02\n",
      "   5680     9.256 1.584E-03  1.592E+01  7.133E-02  3.635E-03 -2.576E-02  0.000E+00  2.153E-04  8.428E-04  0.000E+00 -1.002E-04 -1.002E-04    1.05810E-03    5.08744E-03  3.253E-02  5.290E-04  5.290E-06  1.000E+00  9.989E-01  1.002E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  8.217E-02  2.676E+00  5.533E-02 -3.613E-03 -2.440E-02  0.000E+00  1.119E-04  6.671E-04  0.000E+00  3.895E-04  2.560E+03  7.133E-02  3.253E-02\n",
      "   5700     9.287 1.590E-03  1.598E+01  6.655E-02  3.662E-03 -2.575E-02  0.000E+00  2.170E-04  8.431E-04  0.000E+00 -1.012E-04 -1.012E-04    1.06012E-03    4.42849E-03  3.256E-02  5.300E-04  5.300E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  6.851E-02  2.884E+00  5.483E-02 -3.650E-03 -2.441E-02  0.000E+00  1.128E-04  6.679E-04  0.000E+00  3.903E-04  2.560E+03  6.655E-02  3.256E-02\n",
      "   5720     9.319 1.600E-03  1.604E+01  6.404E-02  3.682E-03 -2.575E-02  0.000E+00  2.185E-04  8.435E-04  0.000E+00 -1.016E-04 -1.016E-04    1.06198E-03    4.10129E-03  3.259E-02  5.310E-04  5.310E-06  1.000E+00  9.983E-01  1.001E+00  1.000E+01  0.000E+00  4.000E+01  1.000E+00  5.809E-02  2.680E+00  5.380E-02 -3.680E-03 -2.442E-02  0.000E+00  1.136E-04  6.687E-04  0.000E+00  3.912E-04  2.560E+03  6.404E-02  3.259E-02\n",
      "   5740     9.351 1.596E-03  1.609E+01  6.469E-02  3.699E-03 -2.574E-02  0.000E+00  2.203E-04  8.439E-04  0.000E+00 -1.021E-04 -1.021E-04    1.06413E-03    4.18474E-03  3.262E-02  5.320E-04  5.320E-06  1.000E+00  9.989E-01  1.002E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  5.148E-02  2.864E+00  5.302E-02 -3.708E-03 -2.442E-02  0.000E+00  1.144E-04  6.694E-04  0.000E+00  3.919E-04  2.560E+03  6.469E-02  3.262E-02\n",
      "   5760     9.383 1.597E-03  1.615E+01  6.406E-02  3.713E-03 -2.574E-02  0.000E+00  2.211E-04  8.452E-04  0.000E+00 -1.021E-04 -1.021E-04    1.06633E-03    4.10378E-03  3.265E-02  5.331E-04  5.331E-06  1.000E+00  9.986E-01  1.002E+00  1.000E+01  0.000E+00  4.000E+01  1.000E+00  4.932E-02  3.092E+00  5.301E-02 -3.732E-03 -2.443E-02  0.000E+00  1.155E-04  6.696E-04  0.000E+00  3.925E-04  2.560E+03  6.406E-02  3.265E-02\n",
      "   5780     9.415 1.598E-03  1.620E+01  6.620E-02  3.725E-03 -2.574E-02  0.000E+00  2.218E-04  8.470E-04  0.000E+00 -1.026E-04 -1.025E-04    1.06879E-03    4.38267E-03  3.269E-02  5.344E-04  5.344E-06  1.000E+00  9.985E-01  1.002E+00  1.000E+01  0.000E+00  3.900E+01  1.000E+00  5.170E-02  2.873E+00  5.321E-02 -3.754E-03 -2.442E-02  0.000E+00  1.166E-04  6.691E-04  0.000E+00  3.929E-04  2.560E+03  6.620E-02  3.269E-02\n",
      "   5800     9.447 1.602E-03  1.626E+01  6.777E-02  3.735E-03 -2.576E-02  0.000E+00  2.229E-04  8.490E-04  0.000E+00 -1.026E-04 -1.026E-04    1.07186E-03    4.59344E-03  3.274E-02  5.359E-04  5.359E-06  1.000E+00  9.983E-01  1.002E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  5.833E-02  2.984E+00  5.247E-02 -3.775E-03 -2.440E-02  0.000E+00  1.177E-04  6.680E-04  0.000E+00  3.929E-04  2.560E+03  6.777E-02  3.274E-02\n",
      "   5820     9.479 1.609E-03  1.632E+01  6.781E-02  3.739E-03 -2.578E-02  0.000E+00  2.238E-04  8.520E-04  0.000E+00 -1.030E-04 -1.030E-04    1.07582E-03    4.59846E-03  3.280E-02  5.379E-04  5.379E-06  1.000E+00  9.987E-01  1.001E+00  1.000E+01  0.000E+00  4.600E+01  1.000E+00  6.138E-02  3.211E+00  5.126E-02 -3.788E-03 -2.438E-02  0.000E+00  1.188E-04  6.665E-04  0.000E+00  3.927E-04  2.560E+03  6.781E-02  3.280E-02\n",
      "   5840     9.511 1.612E-03  1.637E+01  6.564E-02  3.736E-03 -2.581E-02  0.000E+00  2.242E-04  8.558E-04  0.000E+00 -1.034E-04 -1.034E-04    1.08003E-03    4.30870E-03  3.286E-02  5.400E-04  5.400E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  0.000E+00  3.900E+01  1.000E+00  6.008E-02  2.994E+00  5.248E-02 -3.796E-03 -2.435E-02  0.000E+00  1.200E-04  6.648E-04  0.000E+00  3.924E-04  2.560E+03  6.564E-02  3.286E-02\n",
      "   5860     9.544 1.608E-03  1.643E+01  6.529E-02  3.731E-03 -2.584E-02  0.000E+00  2.243E-04  8.599E-04  0.000E+00 -1.032E-04 -1.032E-04    1.08416E-03    4.26226E-03  3.293E-02  5.420E-04  5.420E-06  1.000E+00  9.988E-01  1.001E+00  1.000E+01  0.000E+00  3.800E+01  1.000E+00  6.364E-02  3.005E+00  5.326E-02 -3.801E-03 -2.432E-02  0.000E+00  1.210E-04  6.632E-04  0.000E+00  3.921E-04  2.560E+03  6.529E-02  3.293E-02\n",
      "   5880     9.576 1.607E-03  1.649E+01  6.579E-02  3.725E-03 -2.587E-02  0.000E+00  2.244E-04  8.637E-04  0.000E+00 -1.036E-04 -1.036E-04    1.08817E-03    4.32862E-03  3.299E-02  5.441E-04  5.441E-06  1.000E+00  9.976E-01  1.002E+00  1.000E+01  0.000E+00  5.000E+01  1.000E+00  6.792E-02  3.224E+00  5.332E-02 -3.805E-03 -2.429E-02  0.000E+00  1.220E-04  6.617E-04  0.000E+00  3.918E-04  2.560E+03  6.579E-02  3.299E-02\n",
      "   5900     9.608 1.607E-03  1.654E+01  6.584E-02  3.717E-03 -2.590E-02  0.000E+00  2.251E-04  8.681E-04  0.000E+00 -1.034E-04 -1.034E-04    1.09317E-03    4.33518E-03  3.306E-02  5.466E-04  5.466E-06  1.000E+00  9.987E-01  1.001E+00  1.000E+01  0.000E+00  3.900E+01  1.000E+00  6.766E-02  3.038E+00  5.287E-02 -3.807E-03 -2.425E-02  0.000E+00  1.231E-04  6.602E-04  0.000E+00  3.916E-04  2.560E+03  6.584E-02  3.306E-02\n",
      "   5920     9.640 1.606E-03  1.660E+01  6.564E-02  3.699E-03 -2.593E-02  0.000E+00  2.263E-04  8.717E-04  0.000E+00 -1.026E-04 -1.025E-04    1.09798E-03    4.30879E-03  3.314E-02  5.490E-04  5.490E-06  1.000E+00  9.983E-01  1.001E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  6.174E-02  2.925E+00  5.191E-02 -3.799E-03 -2.422E-02  0.000E+00  1.239E-04  6.592E-04  0.000E+00  3.916E-04  2.560E+03  6.564E-02  3.314E-02\n",
      "   5940     9.672 1.609E-03  1.666E+01  6.410E-02  3.675E-03 -2.596E-02  0.000E+00  2.272E-04  8.755E-04  0.000E+00 -1.021E-04 -1.021E-04    1.10273E-03    4.10822E-03  3.321E-02  5.513E-04  5.513E-06  1.000E+00  9.987E-01  1.001E+00  1.000E+01  0.000E+00  5.000E+01  1.000E+00  6.406E-02  3.157E+00  5.275E-02 -3.785E-03 -2.419E-02  0.000E+00  1.246E-04  6.585E-04  0.000E+00  3.915E-04  2.560E+03  6.410E-02  3.321E-02\n",
      "   5960     9.704 1.611E-03  1.671E+01  6.699E-02  3.647E-03 -2.599E-02  0.000E+00  2.284E-04  8.790E-04  0.000E+00 -1.009E-04 -1.009E-04    1.10739E-03    4.48759E-03  3.328E-02  5.537E-04  5.537E-06  1.000E+00  9.983E-01  1.002E+00  1.000E+01  0.000E+00  3.900E+01  1.000E+00  6.949E-02  3.018E+00  5.370E-02 -3.767E-03 -2.416E-02  0.000E+00  1.252E-04  6.578E-04  0.000E+00  3.915E-04  2.560E+03  6.699E-02  3.328E-02\n",
      "   5980     9.737 1.611E-03  1.677E+01  6.848E-02  3.618E-03 -2.602E-02  0.000E+00  2.304E-04  8.823E-04  0.000E+00 -9.983E-05 -9.982E-05    1.11267E-03    4.68969E-03  3.336E-02  5.563E-04  5.563E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  8.801E-02  2.778E+00  5.422E-02 -3.747E-03 -2.413E-02  0.000E+00  1.258E-04  6.574E-04  0.000E+00  3.916E-04  2.560E+03  6.848E-02  3.336E-02\n",
      "   6000     9.769 1.610E-03  1.682E+01  6.829E-02  3.587E-03 -2.604E-02  0.000E+00  2.325E-04  8.856E-04  0.000E+00 -9.815E-05 -9.814E-05    1.11807E-03    4.66345E-03  3.344E-02  5.590E-04  5.590E-06  1.000E+00  9.984E-01  1.001E+00  1.000E+01  0.000E+00  4.800E+01  1.000E+00  7.237E-02  3.031E+00  5.440E-02 -3.726E-03 -2.410E-02  0.000E+00  1.265E-04  6.572E-04  0.000E+00  3.919E-04  2.560E+03  6.829E-02  3.344E-02\n",
      "   6020     9.801 1.605E-03  1.688E+01  6.733E-02  3.554E-03 -2.606E-02  0.000E+00  2.342E-04  8.892E-04  0.000E+00 -9.581E-05 -9.580E-05    1.12334E-03    4.53274E-03  3.352E-02  5.616E-04  5.616E-06  1.000E+00  9.985E-01  1.001E+00  1.000E+01  0.000E+00  3.800E+01  1.000E+00  6.512E-02  2.948E+00  5.360E-02 -3.702E-03 -2.408E-02  0.000E+00  1.274E-04  6.572E-04  0.000E+00  3.923E-04  2.560E+03  6.733E-02  3.352E-02\n",
      "   6040     9.833 1.609E-03  1.694E+01  6.856E-02  3.523E-03 -2.607E-02  0.000E+00  2.364E-04  8.922E-04  0.000E+00 -9.408E-05 -9.407E-05    1.12860E-03    4.70077E-03  3.359E-02  5.643E-04  5.643E-06  1.000E+00  9.982E-01  1.001E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  5.979E-02  2.579E+00  5.235E-02 -3.681E-03 -2.407E-02  0.000E+00  1.287E-04  6.573E-04  0.000E+00  3.930E-04  2.560E+03  6.856E-02  3.359E-02\n",
      "   6060     9.865 1.601E-03  1.699E+01  6.960E-02  3.493E-03 -2.608E-02  0.000E+00  2.388E-04  8.954E-04  0.000E+00 -9.192E-05 -9.192E-05    1.13420E-03    4.84363E-03  3.368E-02  5.671E-04  5.671E-06  1.000E+00  9.985E-01  1.001E+00  1.000E+01  0.000E+00  4.000E+01  1.000E+00  5.651E-02  2.859E+00  5.289E-02 -3.660E-03 -2.406E-02  0.000E+00  1.301E-04  6.577E-04  0.000E+00  3.939E-04  2.560E+03  6.960E-02  3.368E-02\n",
      "   6080     9.897 1.605E-03  1.705E+01  7.077E-02  3.457E-03 -2.609E-02  0.000E+00  2.412E-04  8.991E-04  0.000E+00 -8.954E-05 -8.954E-05    1.14026E-03    5.00861E-03  3.377E-02  5.701E-04  5.701E-06  1.000E+00  9.985E-01  1.002E+00  1.000E+01  0.000E+00  3.800E+01  1.000E+00  7.372E-02  2.851E+00  5.397E-02 -3.633E-03 -2.405E-02  0.000E+00  1.315E-04  6.578E-04  0.000E+00  3.947E-04  2.560E+03  7.077E-02  3.377E-02\n",
      "   6100     9.929 1.598E-03  1.711E+01  7.093E-02  3.419E-03 -2.610E-02  0.000E+00  2.432E-04  9.037E-04  0.000E+00 -8.823E-05 -8.823E-05    1.14685E-03    5.03080E-03  3.387E-02  5.734E-04  5.734E-06  1.000E+00  9.985E-01  1.002E+00  1.000E+01  0.000E+00  3.800E+01  1.000E+00  7.835E-02  2.534E+00  5.504E-02 -3.603E-03 -2.403E-02  0.000E+00  1.330E-04  6.578E-04  0.000E+00  3.954E-04  2.560E+03  7.093E-02  3.387E-02\n",
      "   6120     9.961 1.602E-03  1.716E+01  7.206E-02  3.377E-03 -2.611E-02  0.000E+00  2.449E-04  9.091E-04  0.000E+00 -8.571E-05 -8.572E-05    1.15396E-03    5.19238E-03  3.397E-02  5.769E-04  5.769E-06  1.000E+00  9.983E-01  1.002E+00  1.000E+01  0.000E+00  3.100E+01  1.000E+00  6.181E-02  2.660E+00  5.606E-02 -3.570E-03 -2.402E-02  0.000E+00  1.345E-04  6.579E-04  0.000E+00  3.962E-04  2.560E+03  7.206E-02  3.397E-02\n",
      "   6140     9.993 1.594E-03  1.722E+01  7.259E-02  3.338E-03 -2.612E-02  0.000E+00  2.467E-04  9.145E-04  0.000E+00 -8.452E-05 -8.454E-05    1.16126E-03    5.26875E-03  3.408E-02  5.806E-04  5.806E-06  1.000E+00  9.981E-01  1.002E+00  1.000E+01  0.000E+00  4.000E+01  1.000E+00  5.124E-02  2.736E+00  5.695E-02 -3.539E-03 -2.401E-02  0.000E+00  1.359E-04  6.579E-04  0.000E+00  3.969E-04  2.560E+03  7.259E-02  3.408E-02\n",
      "   6160    10.025 1.600E-03  1.728E+01  7.307E-02  3.299E-03 -2.612E-02  0.000E+00  2.480E-04  9.207E-04  0.000E+00 -8.313E-05 -8.315E-05    1.16872E-03    5.33905E-03  3.419E-02  5.843E-04  5.843E-06  1.000E+00  9.986E-01  1.002E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  6.881E-02  2.474E+00  5.767E-02 -3.508E-03 -2.401E-02  0.000E+00  1.371E-04  6.582E-04  0.000E+00  3.977E-04  2.560E+03  7.307E-02  3.419E-02\n",
      "   6180    10.057 1.591E-03  1.733E+01  7.360E-02  3.258E-03 -2.611E-02  0.000E+00  2.494E-04  9.257E-04  0.000E+00 -8.150E-05 -8.151E-05    1.17505E-03    5.41757E-03  3.428E-02  5.875E-04  5.875E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  9.535E-02  2.446E+00  5.817E-02 -3.475E-03 -2.401E-02  0.000E+00  1.380E-04  6.590E-04  0.000E+00  3.985E-04  2.560E+03  7.360E-02  3.428E-02\n",
      "   6200    10.089 1.598E-03  1.739E+01  7.345E-02  3.214E-03 -2.609E-02  0.000E+00  2.500E-04  9.303E-04  0.000E+00 -8.093E-05 -8.094E-05    1.18031E-03    5.39469E-03  3.436E-02  5.901E-04  5.901E-06  1.000E+00  9.987E-01  1.002E+00  1.000E+01  0.000E+00  3.800E+01  1.000E+00  7.438E-02  2.613E+00  5.856E-02 -3.439E-03 -2.402E-02  0.000E+00  1.386E-04  6.601E-04  0.000E+00  3.994E-04  2.560E+03  7.345E-02  3.436E-02\n",
      "   6220    10.121 1.589E-03  1.744E+01  7.367E-02  3.182E-03 -2.607E-02  0.000E+00  2.502E-04  9.346E-04  0.000E+00 -8.031E-05 -8.032E-05    1.18483E-03    5.42711E-03  3.442E-02  5.924E-04  5.924E-06  1.000E+00  9.980E-01  1.002E+00  1.000E+01  0.000E+00  3.200E+01  1.000E+00  6.391E-02  2.423E+00  5.884E-02 -3.414E-03 -2.404E-02  0.000E+00  1.391E-04  6.614E-04  0.000E+00  4.003E-04  2.560E+03  7.367E-02  3.442E-02\n",
      "   6240    10.153 1.596E-03  1.750E+01  7.394E-02  3.153E-03 -2.605E-02  0.000E+00  2.509E-04  9.385E-04  0.000E+00 -8.031E-05 -8.032E-05    1.18935E-03    5.46672E-03  3.449E-02  5.946E-04  5.946E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  9.101E-02  2.241E+00  5.878E-02 -3.392E-03 -2.406E-02  0.000E+00  1.392E-04  6.630E-04  0.000E+00  4.011E-04  2.560E+03  7.394E-02  3.449E-02\n",
      "   6260    10.184 1.591E-03  1.756E+01  7.350E-02  3.125E-03 -2.601E-02  0.000E+00  2.516E-04  9.413E-04  0.000E+00 -8.010E-05 -8.011E-05    1.19298E-03    5.40200E-03  3.454E-02  5.964E-04  5.964E-06  1.000E+00  9.985E-01  1.002E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  1.107E-01  2.469E+00  5.868E-02 -3.371E-03 -2.409E-02  0.000E+00  1.391E-04  6.651E-04  0.000E+00  4.021E-04  2.560E+03  7.350E-02  3.454E-02\n",
      "   6280    10.216 1.596E-03  1.761E+01  7.366E-02  3.100E-03 -2.597E-02  0.000E+00  2.520E-04  9.437E-04  0.000E+00 -7.964E-05 -7.966E-05    1.19568E-03    5.42610E-03  3.458E-02  5.978E-04  5.978E-06  1.000E+00  9.986E-01  1.001E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  9.060E-02  2.368E+00  5.919E-02 -3.353E-03 -2.413E-02  0.000E+00  1.389E-04  6.674E-04  0.000E+00  4.031E-04  2.560E+03  7.366E-02  3.458E-02\n",
      "   6300    10.248 1.597E-03  1.767E+01  7.387E-02  3.087E-03 -2.592E-02  0.000E+00  2.525E-04  9.454E-04  0.000E+00 -7.983E-05 -7.985E-05    1.19787E-03    5.45608E-03  3.461E-02  5.989E-04  5.989E-06  1.000E+00  9.983E-01  1.002E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  7.711E-02  2.297E+00  5.951E-02 -3.347E-03 -2.417E-02  0.000E+00  1.385E-04  6.698E-04  0.000E+00  4.042E-04  2.560E+03  7.387E-02  3.461E-02\n",
      "   6320    10.280 1.597E-03  1.772E+01  7.475E-02  3.079E-03 -2.588E-02  0.000E+00  2.535E-04  9.466E-04  0.000E+00 -7.948E-05 -7.949E-05    1.20008E-03    5.58749E-03  3.464E-02  6.000E-04  6.000E-06  1.000E+00  9.983E-01  1.002E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  1.052E-01  2.493E+00  5.938E-02 -3.345E-03 -2.422E-02  0.000E+00  1.383E-04  6.723E-04  0.000E+00  4.053E-04  2.560E+03  7.475E-02  3.464E-02\n",
      "   6340    10.312 1.604E-03  1.778E+01  7.543E-02  3.065E-03 -2.583E-02  0.000E+00  2.547E-04  9.473E-04  0.000E+00 -7.849E-05 -7.851E-05    1.20205E-03    5.69036E-03  3.467E-02  6.010E-04  6.010E-06  1.000E+00  9.978E-01  1.002E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.241E-01  2.486E+00  5.866E-02 -3.337E-03 -2.426E-02  0.000E+00  1.382E-04  6.747E-04  0.000E+00  4.064E-04  2.560E+03  7.543E-02  3.467E-02\n",
      "   6360    10.344 1.600E-03  1.784E+01  7.624E-02  3.053E-03 -2.579E-02  0.000E+00  2.552E-04  9.487E-04  0.000E+00 -7.829E-05 -7.830E-05    1.20391E-03    5.81192E-03  3.470E-02  6.019E-04  6.019E-06  1.000E+00  9.970E-01  1.002E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  9.167E-02  2.296E+00  5.770E-02 -3.330E-03 -2.429E-02  0.000E+00  1.383E-04  6.769E-04  0.000E+00  4.076E-04  2.560E+03  7.624E-02  3.470E-02\n",
      "   6380    10.376 1.598E-03  1.789E+01  7.701E-02  3.047E-03 -2.576E-02  0.000E+00  2.552E-04  9.504E-04  0.000E+00 -7.693E-05 -7.694E-05    1.20558E-03    5.92982E-03  3.472E-02  6.027E-04  6.027E-06  1.000E+00  9.979E-01  1.002E+00  1.000E+01  0.000E+00  3.400E+01  1.000E+00  7.122E-02  2.434E+00  5.817E-02 -3.329E-03 -2.432E-02  0.000E+00  1.386E-04  6.789E-04  0.000E+00  4.088E-04  2.560E+03  7.701E-02  3.472E-02\n",
      "   6400    10.408 1.595E-03  1.795E+01  7.711E-02  3.043E-03 -2.572E-02  0.000E+00  2.556E-04  9.518E-04  0.000E+00 -7.674E-05 -7.676E-05    1.20745E-03    5.94541E-03  3.475E-02  6.037E-04  6.037E-06  1.000E+00  9.980E-01  1.002E+00  1.000E+01  0.000E+00  4.200E+01  1.000E+00  1.100E-01  2.557E+00  5.858E-02 -3.331E-03 -2.435E-02  0.000E+00  1.391E-04  6.809E-04  0.000E+00  4.100E-04  2.560E+03  7.711E-02  3.475E-02\n",
      "   6420    10.440 1.595E-03  1.800E+01  7.694E-02  3.042E-03 -2.570E-02  0.000E+00  2.565E-04  9.538E-04  0.000E+00 -7.627E-05 -7.628E-05    1.21037E-03    5.91985E-03  3.479E-02  6.051E-04  6.051E-06  1.000E+00  9.978E-01  1.002E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  1.064E-01  2.453E+00  5.881E-02 -3.335E-03 -2.437E-02  0.000E+00  1.399E-04  6.828E-04  0.000E+00  4.113E-04  2.560E+03  7.694E-02  3.479E-02\n",
      "   6440    10.472 1.596E-03  1.806E+01  7.688E-02  3.048E-03 -2.568E-02  0.000E+00  2.582E-04  9.556E-04  0.000E+00 -7.533E-05 -7.534E-05    1.21376E-03    5.91072E-03  3.484E-02  6.068E-04  6.068E-06  1.000E+00  9.980E-01  1.002E+00  1.000E+01  0.000E+00  3.300E+01  1.000E+00  9.223E-02  2.474E+00  5.870E-02 -3.345E-03 -2.439E-02  0.000E+00  1.406E-04  6.848E-04  0.000E+00  4.127E-04  2.560E+03  7.688E-02  3.484E-02\n",
      "   6460    10.504 1.594E-03  1.812E+01  7.737E-02  3.055E-03 -2.566E-02  0.000E+00  2.597E-04  9.583E-04  0.000E+00 -7.506E-05 -7.507E-05    1.21808E-03    5.98682E-03  3.490E-02  6.090E-04  6.090E-06  1.000E+00  9.979E-01  1.002E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  9.189E-02  2.481E+00  5.825E-02 -3.356E-03 -2.440E-02  0.000E+00  1.415E-04  6.867E-04  0.000E+00  4.141E-04  2.560E+03  7.737E-02  3.490E-02\n",
      "   6480    10.536 1.589E-03  1.817E+01  7.758E-02  3.065E-03 -2.564E-02  0.000E+00  2.621E-04  9.601E-04  0.000E+00 -7.430E-05 -7.432E-05    1.22215E-03    6.01811E-03  3.496E-02  6.110E-04  6.110E-06  1.000E+00  9.980E-01  1.003E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  9.173E-02  2.481E+00  5.902E-02 -3.370E-03 -2.442E-02  0.000E+00  1.427E-04  6.885E-04  0.000E+00  4.156E-04  2.560E+03  7.758E-02  3.496E-02\n",
      "   6500    10.567 1.587E-03  1.823E+01  7.784E-02  3.075E-03 -2.563E-02  0.000E+00  2.647E-04  9.610E-04  0.000E+00 -7.446E-05 -7.447E-05    1.22561E-03    6.05955E-03  3.501E-02  6.128E-04  6.128E-06  1.000E+00  9.970E-01  1.002E+00  1.000E+01  0.000E+00  3.900E+01  1.000E+00  8.903E-02  2.370E+00  5.940E-02 -3.383E-03 -2.442E-02  0.000E+00  1.441E-04  6.904E-04  0.000E+00  4.172E-04  2.560E+03  7.784E-02  3.501E-02\n",
      "   6520    10.599 1.588E-03  1.829E+01  7.812E-02  3.087E-03 -2.562E-02  0.000E+00  2.673E-04  9.613E-04  0.000E+00 -7.446E-05 -7.448E-05    1.22858E-03    6.10246E-03  3.505E-02  6.142E-04  6.142E-06  1.000E+00  9.977E-01  1.002E+00  1.000E+01  0.000E+00  3.600E+01  1.000E+00  7.208E-02  2.321E+00  5.922E-02 -3.399E-03 -2.443E-02  0.000E+00  1.458E-04  6.921E-04  0.000E+00  4.190E-04  2.560E+03  7.812E-02  3.505E-02\n",
      "   6540    10.631 1.594E-03  1.834E+01  7.738E-02  3.104E-03 -2.561E-02  0.000E+00  2.695E-04  9.610E-04  0.000E+00 -7.434E-05 -7.436E-05    1.23047E-03    5.98734E-03  3.508E-02  6.152E-04  6.152E-06  1.000E+00  9.981E-01  1.002E+00  1.000E+01  0.000E+00  3.500E+01  1.000E+00  5.673E-02  2.535E+00  5.842E-02 -3.419E-03 -2.443E-02  0.000E+00  1.478E-04  6.935E-04  0.000E+00  4.207E-04  2.560E+03  7.738E-02  3.508E-02\n",
      "   6560    10.663 1.596E-03  1.840E+01  7.726E-02  3.128E-03 -2.560E-02  0.000E+00  2.721E-04  9.592E-04  0.000E+00 -7.569E-05 -7.571E-05    1.23134E-03    5.96945E-03  3.509E-02  6.157E-04  6.157E-06  1.000E+00  9.978E-01  1.002E+00  1.000E+01  0.000E+00  4.100E+01  1.000E+00  5.268E-02  2.708E+00  5.705E-02 -3.445E-03 -2.443E-02  0.000E+00  1.500E-04  6.948E-04  0.000E+00  4.224E-04  2.560E+03  7.726E-02  3.509E-02\n",
      "   6580    10.695 1.597E-03  1.845E+01  7.677E-02  3.158E-03 -2.561E-02  0.000E+00  2.762E-04  9.560E-04  0.000E+00 -7.680E-05 -7.682E-05    1.23226E-03    5.89354E-03  3.510E-02  6.161E-04  6.161E-06  1.000E+00  9.979E-01  1.003E+00  1.000E+01  0.000E+00  4.400E+01  1.000E+00  5.326E-02  2.821E+00  5.717E-02 -3.477E-03 -2.443E-02  0.000E+00  1.524E-04  6.957E-04  0.000E+00  4.240E-04  2.560E+03  7.677E-02  3.510E-02\n",
      "   6600    10.727 1.599E-03  1.851E+01  7.574E-02  3.183E-03 -2.561E-02  0.000E+00  2.798E-04  9.530E-04  0.000E+00 -7.695E-05 -7.697E-05    1.23282E-03    5.73709E-03  3.511E-02  6.164E-04  6.164E-06  1.000E+00  9.978E-01  1.002E+00  1.000E+01  0.000E+00  4.000E+01  1.000E+00  5.640E-02  2.869E+00  5.771E-02 -3.504E-03 -2.442E-02  0.000E+00  1.546E-04  6.960E-04  0.000E+00  4.253E-04  2.560E+03  7.574E-02  3.511E-02\n",
      "   6620    10.759 1.593E-03  1.857E+01  7.522E-02  3.206E-03 -2.562E-02  0.000E+00  2.825E-04  9.501E-04  0.000E+00 -7.692E-05 -7.694E-05    1.23264E-03    5.65849E-03  3.511E-02  6.163E-04  6.163E-06  1.000E+00  9.974E-01  1.002E+00  1.000E+01  0.000E+00  4.200E+01  1.000E+00  6.319E-02  2.852E+00  5.778E-02 -3.529E-03 -2.440E-02  0.000E+00  1.568E-04  6.956E-04  0.000E+00  4.262E-04  2.560E+03  7.522E-02  3.511E-02\n",
      "   6640    10.791 1.593E-03  1.862E+01  7.369E-02  3.224E-03 -2.565E-02  0.000E+00  2.852E-04  9.479E-04  0.000E+00 -7.650E-05 -7.652E-05    1.23316E-03    5.43006E-03  3.512E-02  6.165E-04  6.165E-06  1.000E+00  9.975E-01  1.003E+00  1.000E+01  0.000E+00  4.400E+01  1.000E+00  7.540E-02  2.798E+00  5.738E-02 -3.548E-03 -2.437E-02  0.000E+00  1.585E-04  6.946E-04  0.000E+00  4.266E-04  2.560E+03  7.369E-02  3.512E-02\n",
      "   6660    10.822 1.593E-03  1.868E+01  7.206E-02  3.228E-03 -2.568E-02  0.000E+00  2.880E-04  9.467E-04  0.000E+00 -7.746E-05 -7.748E-05    1.23470E-03    5.19200E-03  3.514E-02  6.173E-04  6.173E-06  1.000E+00  9.976E-01  1.003E+00  1.000E+01  0.000E+00  4.400E+01  1.000E+00  9.512E-02  2.729E+00  5.740E-02 -3.553E-03 -2.433E-02  0.000E+00  1.596E-04  6.927E-04  0.000E+00  4.261E-04  2.560E+03  7.206E-02  3.514E-02\n",
      "   6680    10.854 1.595E-03  1.873E+01  7.005E-02  3.242E-03 -2.573E-02  0.000E+00  2.922E-04  9.457E-04  0.000E+00 -7.794E-05 -7.794E-05    1.23794E-03    4.90686E-03  3.518E-02  6.189E-04  6.189E-06  1.000E+00  9.977E-01  1.002E+00  1.000E+01  0.000E+00  4.100E+01  1.000E+00  1.090E-01  2.872E+00  5.796E-02 -3.567E-03 -2.428E-02  0.000E+00  1.605E-04  6.900E-04  0.000E+00  4.253E-04  2.560E+03  7.005E-02  3.518E-02\n",
      "   6700    10.886 1.598E-03  1.879E+01  6.870E-02  3.265E-03 -2.578E-02  0.000E+00  2.963E-04  9.450E-04  0.000E+00 -7.668E-05 -7.669E-05    1.24124E-03    4.72006E-03  3.523E-02  6.206E-04  6.206E-06  1.000E+00  9.973E-01  1.003E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  1.218E-01  2.812E+00  5.805E-02 -3.591E-03 -2.423E-02  0.000E+00  1.615E-04  6.874E-04  0.000E+00  4.244E-04  2.560E+03  6.870E-02  3.523E-02\n",
      "   6720    10.918 1.592E-03  1.885E+01  7.011E-02  3.291E-03 -2.582E-02  0.000E+00  3.009E-04  9.443E-04  0.000E+00 -7.736E-05 -7.738E-05    1.24516E-03    4.91547E-03  3.529E-02  6.226E-04  6.226E-06  1.000E+00  9.977E-01  1.003E+00  1.000E+01  0.000E+00  3.700E+01  1.000E+00  1.088E-01  2.817E+00  5.766E-02 -3.617E-03 -2.417E-02  0.000E+00  1.624E-04  6.847E-04  0.000E+00  4.235E-04  2.560E+03  7.011E-02  3.529E-02\n",
      "   6740    10.950 1.587E-03  1.890E+01  7.351E-02  3.314E-03 -2.587E-02  0.000E+00  3.046E-04  9.439E-04  0.000E+00 -7.796E-05 -7.796E-05    1.24853E-03    5.40349E-03  3.533E-02  6.242E-04  6.242E-06  1.000E+00  9.976E-01  1.002E+00  1.000E+01  0.000E+00  4.500E+01  1.000E+00  9.487E-02  2.855E+00  5.690E-02 -3.639E-03 -2.412E-02  0.000E+00  1.629E-04  6.821E-04  0.000E+00  4.225E-04  2.560E+03  7.351E-02  3.533E-02\n",
      "   6760    10.982 1.583E-03  1.896E+01  7.584E-02  3.339E-03 -2.592E-02  0.000E+00  3.075E-04  9.436E-04  0.000E+00 -7.923E-05 -7.923E-05    1.25115E-03    5.75232E-03  3.537E-02  6.255E-04  6.255E-06  1.000E+00  9.977E-01  1.002E+00  1.000E+01  0.000E+00  5.100E+01  1.000E+00  7.113E-02  3.012E+00  5.671E-02 -3.663E-03 -2.407E-02  0.000E+00  1.631E-04  6.798E-04  0.000E+00  4.214E-04  2.560E+03  7.584E-02  3.537E-02\n",
      "   6780    11.013 1.581E-03  1.901E+01  7.696E-02  3.369E-03 -2.596E-02  0.000E+00  3.099E-04  9.439E-04  0.000E+00 -8.093E-05 -8.094E-05    1.25373E-03    5.92276E-03  3.541E-02  6.268E-04  6.268E-06  1.000E+00  9.982E-01  1.002E+00  1.000E+01  0.000E+00  5.300E+01  1.000E+00  4.679E-02  3.170E+00  5.647E-02 -3.692E-03 -2.402E-02  0.000E+00  1.630E-04  6.776E-04  0.000E+00  4.203E-04  2.560E+03  7.696E-02  3.541E-02\n",
      "   6800    11.045 1.582E-03  1.907E+01  7.676E-02  3.400E-03 -2.600E-02  0.000E+00  3.116E-04  9.444E-04  0.000E+00 -8.270E-05 -8.268E-05    1.25599E-03    5.89201E-03  3.544E-02  6.279E-04  6.279E-06  1.000E+00  9.982E-01  1.003E+00  1.000E+01  0.000E+00  5.500E+01  1.000E+00  2.610E-02  3.326E+00  5.601E-02 -3.721E-03 -2.397E-02  0.000E+00  1.628E-04  6.757E-04  0.000E+00  4.192E-04  2.560E+03  7.676E-02  3.544E-02\n",
      "   6820    11.077 1.582E-03  1.913E+01  7.597E-02  3.430E-03 -2.605E-02  0.000E+00  3.124E-04  9.454E-04  0.000E+00 -8.576E-05 -8.576E-05    1.25774E-03    5.77074E-03  3.546E-02  6.288E-04  6.288E-06  1.000E+00  9.974E-01  1.002E+00  1.000E+01  0.000E+00  5.700E+01  1.000E+00  1.490E-02  3.472E+00  5.573E-02 -3.750E-03 -2.392E-02  0.000E+00  1.623E-04  6.737E-04  0.000E+00  4.180E-04  2.560E+03  7.597E-02  3.546E-02\n",
      "   6840    11.108 1.584E-03  1.918E+01  7.443E-02  3.454E-03 -2.610E-02  0.000E+00  3.133E-04  9.475E-04  0.000E+00 -8.807E-05 -8.806E-05    1.26084E-03    5.54036E-03  3.551E-02  6.304E-04  6.304E-06  1.000E+00  9.981E-01  1.002E+00  1.000E+01  0.000E+00  5.900E+01  1.000E+00  1.359E-02  3.600E+00  5.648E-02 -3.773E-03 -2.386E-02  0.000E+00  1.613E-04  6.713E-04  0.000E+00  4.163E-04  2.560E+03  7.443E-02  3.551E-02\n",
      "   6860    11.140 1.588E-03  1.924E+01  7.482E-02  3.470E-03 -2.617E-02  0.000E+00  3.128E-04  9.510E-04  0.000E+00 -8.944E-05 -8.944E-05    1.26378E-03    5.59761E-03  3.555E-02  6.318E-04  6.318E-06  1.000E+00  9.981E-01  1.002E+00  1.000E+01  0.000E+00  5.900E+01  1.000E+00  2.062E-02  3.702E+00  5.712E-02 -3.786E-03 -2.379E-02  0.000E+00  1.598E-04  6.685E-04  0.000E+00  4.142E-04  2.560E+03  7.482E-02  3.555E-02\n",
      "   6880    11.172 1.593E-03  1.930E+01  7.527E-02  3.483E-03 -2.623E-02  0.000E+00  3.123E-04  9.543E-04  0.000E+00 -9.196E-05 -9.197E-05    1.26661E-03    5.66600E-03  3.559E-02  6.333E-04  6.333E-06  1.000E+00  9.986E-01  1.002E+00  1.000E+01  0.000E+00  5.800E+01  1.000E+00  3.428E-02  3.772E+00  5.761E-02 -3.797E-03 -2.372E-02  0.000E+00  1.581E-04  6.656E-04  0.000E+00  4.118E-04  2.560E+03  7.527E-02  3.559E-02\n",
      "   6900    11.203 1.590E-03  1.935E+01  7.553E-02  3.495E-03 -2.630E-02  0.000E+00  3.107E-04  9.568E-04  0.000E+00 -9.452E-05 -9.453E-05    1.26745E-03    5.70540E-03  3.560E-02  6.337E-04  6.337E-06  1.000E+00  9.983E-01  1.003E+00  1.000E+01  0.000E+00  5.800E+01  1.000E+00  5.565E-02  3.801E+00  5.795E-02 -3.805E-03 -2.365E-02  0.000E+00  1.564E-04  6.628E-04  0.000E+00  4.096E-04  2.560E+03  7.553E-02  3.560E-02\n",
      "   6920    11.235 1.588E-03  1.941E+01  7.562E-02  3.503E-03 -2.635E-02  0.000E+00  3.083E-04  9.589E-04  0.000E+00 -9.649E-05 -9.651E-05    1.26721E-03    5.71815E-03  3.560E-02  6.336E-04  6.336E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  6.100E+01  1.000E+00  4.422E-02  3.778E+00  5.810E-02 -3.810E-03 -2.359E-02  0.000E+00  1.550E-04  6.606E-04  0.000E+00  4.078E-04  2.560E+03  7.562E-02  3.560E-02\n",
      "   6940    11.267 1.587E-03  1.946E+01  7.599E-02  3.503E-03 -2.641E-02  0.000E+00  3.051E-04  9.605E-04  0.000E+00 -9.834E-05 -9.834E-05    1.26557E-03    5.77495E-03  3.557E-02  6.327E-04  6.327E-06  1.000E+00  9.981E-01  1.002E+00  1.000E+01  0.000E+00  6.100E+01  1.000E+00  3.451E-02  3.693E+00  5.808E-02 -3.806E-03 -2.354E-02  0.000E+00  1.539E-04  6.588E-04  0.000E+00  4.064E-04  2.560E+03  7.599E-02  3.557E-02\n",
      "   6960    11.299 1.587E-03  1.952E+01  7.544E-02  3.492E-03 -2.645E-02  0.000E+00  3.016E-04  9.624E-04  0.000E+00 -9.906E-05 -9.906E-05    1.26392E-03    5.69063E-03  3.555E-02  6.319E-04  6.319E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  6.100E+01  1.000E+00  2.884E-02  3.545E+00  5.788E-02 -3.792E-03 -2.349E-02  0.000E+00  1.526E-04  6.573E-04  0.000E+00  4.050E-04  2.560E+03  7.544E-02  3.555E-02\n",
      "   6980    11.331 1.590E-03  1.958E+01  7.528E-02  3.478E-03 -2.648E-02  0.000E+00  2.978E-04  9.636E-04  0.000E+00 -1.009E-04 -1.009E-04    1.26136E-03    5.66759E-03  3.552E-02  6.306E-04  6.306E-06  1.000E+00  9.980E-01  1.002E+00  1.000E+01  0.000E+00  5.500E+01  1.000E+00  2.661E-02  3.336E+00  5.739E-02 -3.774E-03 -2.345E-02  0.000E+00  1.512E-04  6.565E-04  0.000E+00  4.038E-04  2.560E+03  7.528E-02  3.552E-02\n",
      "   7000    11.362 1.595E-03  1.963E+01  7.477E-02  3.468E-03 -2.651E-02  0.000E+00  2.949E-04  9.653E-04  0.000E+00 -1.027E-04 -1.027E-04    1.26016E-03    5.59091E-03  3.550E-02  6.300E-04  6.300E-06  1.000E+00  9.983E-01  1.002E+00  1.000E+01  0.000E+00  5.000E+01  1.000E+00  2.864E-02  3.257E+00  5.656E-02 -3.759E-03 -2.342E-02  0.000E+00  1.496E-04  6.560E-04  0.000E+00  4.028E-04  2.560E+03  7.477E-02  3.550E-02\n",
      "   7020    11.394 1.598E-03  1.969E+01  7.374E-02  3.460E-03 -2.652E-02  0.000E+00  2.925E-04  9.671E-04  0.000E+00 -1.033E-04 -1.033E-04    1.25954E-03    5.43735E-03  3.549E-02  6.297E-04  6.297E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  4.700E+01  1.000E+00  3.721E-02  3.300E+00  5.543E-02 -3.746E-03 -2.340E-02  0.000E+00  1.478E-04  6.557E-04  0.000E+00  4.018E-04  2.560E+03  7.374E-02  3.549E-02\n",
      "   7040    11.426 1.604E-03  1.974E+01  7.395E-02  3.445E-03 -2.653E-02  0.000E+00  2.906E-04  9.689E-04  0.000E+00 -1.042E-04 -1.042E-04    1.25948E-03    5.46857E-03  3.549E-02  6.297E-04  6.297E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  4.600E+01  1.000E+00  4.347E-02  3.192E+00  5.395E-02 -3.725E-03 -2.339E-02  0.000E+00  1.457E-04  6.556E-04  0.000E+00  4.007E-04  2.560E+03  7.395E-02  3.549E-02\n",
      "   7060    11.458 1.610E-03  1.980E+01  7.372E-02  3.422E-03 -2.653E-02  0.000E+00  2.889E-04  9.708E-04  0.000E+00 -1.044E-04 -1.044E-04    1.25962E-03    5.43425E-03  3.549E-02  6.298E-04  6.298E-06  1.000E+00  9.977E-01  1.003E+00  1.000E+01  0.000E+00  4.400E+01  1.000E+00  3.852E-02  3.172E+00  5.286E-02 -3.697E-03 -2.338E-02  0.000E+00  1.437E-04  6.555E-04  0.000E+00  3.996E-04  2.560E+03  7.372E-02  3.549E-02\n",
      "   7080    11.491 1.610E-03  1.985E+01  7.432E-02  3.401E-03 -2.654E-02  0.000E+00  2.878E-04  9.722E-04  0.000E+00 -1.045E-04 -1.045E-04    1.26002E-03    5.52289E-03  3.550E-02  6.300E-04  6.300E-06  1.000E+00  9.980E-01  1.002E+00  1.000E+01  0.000E+00  4.100E+01  1.000E+00  4.578E-02  3.335E+00  5.331E-02 -3.671E-03 -2.337E-02  0.000E+00  1.419E-04  6.554E-04  0.000E+00  3.986E-04  2.560E+03  7.432E-02  3.550E-02\n",
      "   7100    11.523 1.610E-03  1.991E+01  7.545E-02  3.387E-03 -2.654E-02  0.000E+00  2.872E-04  9.741E-04  0.000E+00 -1.037E-04 -1.037E-04    1.26133E-03    5.69310E-03  3.552E-02  6.306E-04  6.306E-06  1.000E+00  9.979E-01  1.002E+00  1.000E+01  0.000E+00  4.900E+01  1.000E+00  6.412E-02  3.514E+00  5.410E-02 -3.651E-03 -2.336E-02  0.000E+00  1.404E-04  6.554E-04  0.000E+00  3.979E-04  2.560E+03  7.545E-02  3.552E-02\n",
      "   7120    11.555 1.609E-03  1.996E+01  7.651E-02  3.367E-03 -2.654E-02  0.000E+00  2.866E-04  9.758E-04  0.000E+00 -1.010E-04 -1.010E-04    1.26232E-03    5.85413E-03  3.553E-02  6.311E-04  6.311E-06  1.000E+00  9.975E-01  1.002E+00  1.000E+01  0.000E+00  5.400E+01  1.000E+00  5.864E-02  3.635E+00  5.477E-02 -3.624E-03 -2.336E-02  0.000E+00  1.393E-04  6.556E-04  0.000E+00  3.975E-04  2.560E+03  7.651E-02  3.553E-02\n",
      "   7140    11.587 1.612E-03  2.002E+01  7.809E-02  3.343E-03 -2.653E-02  0.000E+00  2.867E-04  9.768E-04  0.000E+00 -9.947E-05 -9.948E-05    1.26349E-03    6.09847E-03  3.555E-02  6.318E-04  6.318E-06  1.000E+00  9.984E-01  1.002E+00  1.000E+01  0.000E+00  5.100E+01  1.000E+00  9.081E-02  3.685E+00  5.573E-02 -3.593E-03 -2.337E-02  0.000E+00  1.385E-04  6.560E-04  0.000E+00  3.973E-04  2.560E+03  7.809E-02  3.555E-02\n",
      "   7160    11.620 1.613E-03  2.008E+01  7.892E-02  3.324E-03 -2.652E-02  0.000E+00  2.866E-04  9.772E-04  0.000E+00 -9.634E-05 -9.635E-05    1.26381E-03    6.22880E-03  3.555E-02  6.319E-04  6.319E-06  1.000E+00  9.982E-01  1.002E+00  1.000E+01  0.000E+00  5.500E+01  1.000E+00  7.869E-02  3.663E+00  5.640E-02 -3.567E-03 -2.337E-02  0.000E+00  1.380E-04  6.565E-04  0.000E+00  3.972E-04  2.560E+03  7.892E-02  3.555E-02\n",
      "   7180    11.652 1.614E-03  2.013E+01  7.942E-02  3.313E-03 -2.651E-02  0.000E+00  2.874E-04  9.762E-04  0.000E+00 -9.357E-05 -9.358E-05    1.26367E-03    6.30732E-03  3.555E-02  6.318E-04  6.318E-06  1.000E+00  9.977E-01  1.002E+00  1.000E+01  0.000E+00  5.500E+01  1.000E+00  5.884E-02  3.573E+00  5.681E-02 -3.549E-03 -2.338E-02  0.000E+00  1.376E-04  6.569E-04  0.000E+00  3.972E-04  2.560E+03  7.942E-02  3.555E-02\n",
      "   7200    11.684 1.613E-03  2.019E+01  7.933E-02  3.293E-03 -2.649E-02  0.000E+00  2.891E-04  9.738E-04  0.000E+00 -9.004E-05 -9.005E-05    1.26292E-03    6.29350E-03  3.554E-02  6.314E-04  6.314E-06  1.000E+00  9.979E-01  1.002E+00  1.000E+01  0.000E+00  5.200E+01  1.000E+00  4.813E-02  3.429E+00  5.684E-02 -3.522E-03 -2.340E-02  0.000E+00  1.372E-04  6.576E-04  0.000E+00  3.974E-04  2.560E+03  7.933E-02  3.554E-02\n",
      "   7220    11.716 1.609E-03  2.024E+01  7.897E-02  3.271E-03 -2.646E-02  0.000E+00  2.909E-04  9.703E-04  0.000E+00 -8.497E-05 -8.498E-05    1.26120E-03    6.23614E-03  3.551E-02  6.306E-04  6.306E-06  1.000E+00  9.981E-01  1.002E+00  1.000E+01  0.000E+00  5.100E+01  1.000E+00  4.870E-02  3.232E+00  5.662E-02 -3.493E-03 -2.342E-02  0.000E+00  1.370E-04  6.586E-04  0.000E+00  3.978E-04  2.560E+03  7.897E-02  3.551E-02\n",
      "   7240    11.748 1.608E-03  2.030E+01  7.807E-02  3.259E-03 -2.643E-02  0.000E+00  2.926E-04  9.665E-04  0.000E+00 -8.173E-05 -8.174E-05    1.25901E-03    6.09459E-03  3.548E-02  6.295E-04  6.295E-06  1.000E+00  9.979E-01  1.002E+00  1.000E+01  0.000E+00  4.700E+01  1.000E+00  6.245E-02  3.366E+00  5.625E-02 -3.473E-03 -2.345E-02  0.000E+00  1.371E-04  6.596E-04  0.000E+00  3.983E-04  2.560E+03  7.807E-02  3.548E-02\n",
      "   7260    11.781 1.608E-03  2.035E+01  7.686E-02  3.254E-03 -2.639E-02  0.000E+00  2.948E-04  9.623E-04  0.000E+00 -7.852E-05 -7.853E-05    1.25712E-03    5.90686E-03  3.546E-02  6.285E-04  6.285E-06  1.000E+00  9.981E-01  1.002E+00  1.000E+01  0.000E+00  4.900E+01  1.000E+00  8.932E-02  3.488E+00  5.574E-02 -3.460E-03 -2.348E-02  0.000E+00  1.375E-04  6.608E-04  0.000E+00  3.992E-04  2.560E+03  7.686E-02  3.546E-02\n",
      "   7280    11.813 1.609E-03  2.041E+01  7.546E-02  3.239E-03 -2.634E-02  0.000E+00  2.966E-04  9.577E-04  0.000E+00 -7.572E-05 -7.573E-05    1.25434E-03    5.69461E-03  3.542E-02  6.272E-04  6.272E-06  1.000E+00  9.978E-01  1.002E+00  1.000E+01  0.000E+00  5.200E+01  1.000E+00  1.129E-01  3.564E+00  5.525E-02 -3.436E-03 -2.353E-02  0.000E+00  1.382E-04  6.628E-04  0.000E+00  4.005E-04  2.560E+03  7.546E-02  3.542E-02\n",
      "   7300    11.845 1.611E-03  2.047E+01  7.334E-02  3.227E-03 -2.629E-02  0.000E+00  2.980E-04  9.532E-04  0.000E+00 -7.470E-05 -7.470E-05    1.25121E-03    5.37804E-03  3.537E-02  6.256E-04  6.256E-06  1.000E+00  9.981E-01  1.003E+00  1.000E+01  0.000E+00  5.700E+01  1.000E+00  8.889E-02  3.592E+00  5.550E-02 -3.416E-03 -2.358E-02  0.000E+00  1.393E-04  6.654E-04  0.000E+00  4.023E-04  2.560E+03  7.334E-02  3.537E-02\n",
      "   7320    11.877 1.610E-03  2.052E+01  7.166E-02  3.222E-03 -2.623E-02  0.000E+00  2.991E-04  9.499E-04  0.000E+00 -7.336E-05 -7.336E-05    1.24901E-03    5.13484E-03  3.534E-02  6.245E-04  6.245E-06  1.000E+00  9.983E-01  1.002E+00  1.000E+01  0.000E+00  5.900E+01  1.000E+00  7.888E-02  3.566E+00  5.618E-02 -3.401E-03 -2.363E-02  0.000E+00  1.410E-04  6.682E-04  0.000E+00  4.046E-04  2.560E+03  7.166E-02  3.534E-02\n",
      "   7340    11.909 1.606E-03  2.058E+01  7.299E-02  3.210E-03 -2.618E-02  0.000E+00  2.996E-04  9.477E-04  0.000E+00 -7.235E-05 -7.237E-05    1.24732E-03    5.32806E-03  3.532E-02  6.236E-04  6.236E-06  1.000E+00  9.980E-01  1.004E+00  1.000E+01  0.000E+00  5.200E+01  1.000E+00  8.251E-02  3.492E+00  5.672E-02 -3.381E-03 -2.369E-02  0.000E+00  1.432E-04  6.710E-04  0.000E+00  4.071E-04  2.560E+03  7.299E-02  3.532E-02\n",
      "   7360    11.941 1.603E-03  2.064E+01  7.237E-02  3.204E-03 -2.613E-02  0.000E+00  3.006E-04  9.468E-04  0.000E+00 -7.096E-05 -7.096E-05    1.24741E-03    5.23795E-03  3.532E-02  6.237E-04  6.237E-06  1.000E+00  9.979E-01  1.002E+00  1.000E+01  0.000E+00  5.000E+01  1.000E+00  9.447E-02  3.375E+00  5.678E-02 -3.366E-03 -2.373E-02  0.000E+00  1.455E-04  6.737E-04  0.000E+00  4.096E-04  2.560E+03  7.237E-02  3.532E-02\n",
      "   7380    11.974 1.604E-03  2.069E+01  7.085E-02  3.196E-03 -2.609E-02  0.000E+00  3.009E-04  9.473E-04  0.000E+00 -7.040E-05 -7.039E-05    1.24818E-03    5.02011E-03  3.533E-02  6.241E-04  6.241E-06  1.000E+00  9.980E-01  1.002E+00  1.000E+01  0.000E+00  4.900E+01  1.000E+00  1.094E-01  3.219E+00  5.672E-02 -3.349E-03 -2.377E-02  0.000E+00  1.476E-04  6.762E-04  0.000E+00  4.119E-04  2.560E+03  7.085E-02  3.533E-02\n",
      " Maximum simulation time exceeded\n",
      "\n",
      " Simulation finished after         7398  time-steps\n",
      "\n",
      " Writing final snapshot at time t =   12.002423189360918     \n",
      "\n",
      " Wall clock time [hours] =  5.777E-03 (+/-  2.78E-13)\n",
      " Wall clock time/timestep/(meshpoint+particle) [microsec] = 0.998    \n",
      "\n",
      "\n",
      "Thu Nov 26 16:15:20 2020\n",
      "Running\n",
      "  pc_deprecated_slice_links\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Found config file </home/iomsn/pencil-code/config/compilers/GNU-GCC_MPI.conf>\n",
      "Subcommand: start\n",
      "real 3.09\n",
      "user 0.02\n",
      "sys 0.08\n",
      "Subcommand: run\n",
      "real 21.14\n",
      "user 20.74\n",
      "sys 0.17\n"
     ]
    }
   ],
   "source": [
    "%%bash\n",
    "cd ../sample_simulations/2d_streaming_instability/\n",
    "rm -rf data\n",
    "mkdir data\n",
    "pc_run"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Read timeseries\n",
    "Thats already it! Lets get the timeseries and plot it!\n",
    "\n",
    "Note: If you want to suppress output from a python command, append ; to that line."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Read 370 lines.\n"
     ]
    }
   ],
   "source": [
    "ts = pc.read.ts(datadir=SIM.datadir);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '$\\\\rho_\\\\mathrm{p,max}$')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 1)\n",
    "ax.plot(ts.t, ts.rhopmax)\n",
    "ax.set_xlabel(r'$t$')\n",
    "ax.set_ylabel(r'$\\rho_\\mathrm{p,max}$')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# See available content of timeseries\n",
    "The timeseries object stores all you available quantity timeseries. To get an overview use ts.<TAB> to the via autocomplete or use"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Mamax', 'Marms', 'dt', 'ekin', 'ekinp', 'ekintot', 'it', 'keys', 'nparmax', 'npm', 'npmax', 'npmin', 'read', 'rhom', 'rhomax', 'rhomin', 'rhopm', 'rhopmax', 'rhopmin', 'ruxuym', 't', 'u2m', 'um2', 'umax', 'urms', 'ux2m', 'uxm', 'uxuym', 'uy2m', 'uym', 'uz2m', 'uzm', 'vpmax', 'vpx2m', 'vpxm', 'vpy2m', 'vpym', 'vpz2m', 'vpzm', 'walltime']\n"
     ]
    }
   ],
   "source": [
    "print([s for s in dir(ts) if not s.startswith('__')])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plot all density timeseries in two lines"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for q in dir(ts):\n",
    "    if q.startswith('rho'): plt.plot(ts.t, getattr(ts, q))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
